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<!DOCTYPE html>
<html>
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<title>Crosswalk of Occupational Prestige Ratings</title>
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<a class="navbar-brand" href="index.html">OPRv1.0</a>
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<ul class="nav navbar-nav">
<li>
<a href="opratings.html">Occupational Prestige Ratings</a>
</li>
<li>
<a href="opcrosswalk.html">Crosswalk</a>
</li>
</ul>
<ul class="nav navbar-nav navbar-right">
<li>
<a href="https://www.onetonline.org/">O*NET</a>
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<h1 class="title toc-ignore">Crosswalk of Occupational Prestige
Ratings</h1>
<h4 class="date">Last updated 2022-10-14</h4>
</div>
<p>This database provides a crosswalk of these ratings to older prestige
ratings. See the <a
href="https://occupational-prestige.github.io/opratings/index.html">main
page</a> for an overview of this project. More complete description is
provided in the following manuscript:</p>
<p>[— citation blinded for review —] <!--
<font size="2">Hughes, B. T., Srivastava, S., Leszko, M., & Condon, D. M. (under review). Occupational Prestige: The Status Component of Socioeconomic Status. *Journal of Personality and Social Psychology*.</font>
ALSO!!!
in _site.yml, replace:
https://github.com/
with:
https://github.com/occupational-prestige/opratings
and:
https://psyarxiv.com
with:
https://psyarxiv.com/6qgxv/
AND DON'T FORGET TO UPDATE THE OTHER PAGES WITH THE CORRECT CITATION INFO AND LINKS.
--></p>
<p>See <a
href="https://occupational-prestige.github.io/opratings/opratings.html">this
page</a> for a simplified database of the ratings described in the
manuscript (without the older ratings).</p>
<pre class="r"><code>library(here) # for engaging with working environment
library(Hmisc) # for weighted means
library(DT) # for viewing data tables
library(tidyverse) # for data cleaning and manipulation
library(dataverse)
library(data.table)
# There are two options for loading the data
# The first option is to download the data manually
# It's on Dataverse at the doi link below
# https://doi.org/10.7910/DVN/G1E4BF
# Then load it from the local hard drive
# opratings = read.csv(here("data/opratings.csv"))
# The second option is to scrap the data file in directly
Sys.setenv("DATAVERSE_SERVER" = "dataverse.harvard.edu")
writeBin(get_file("OccupationalPrestigeRatings.tab", "doi:10.7910/DVN/G1E4BF"), "OccupationalPrestigeRatings.tab")
OccupationalPrestigeRatings.tab <- fread("OccupationalPrestigeRatings.tab", na.strings=getOption("<NA>","NA"))
opratings <- as.data.frame(OccupationalPrestigeRatings.tab)
rm(OccupationalPrestigeRatings.tab)</code></pre>
<pre class="r"><code>colnames(opratings) <- gsub(".", " ", colnames(opratings), fixed=TRUE)
opcrosswalk_db = opratings[,c("OPR Job Title", "OPR Job Rating", "ONET SOC 2018 Code", "ONET SOC 2018 Title", "Census Code 1980", "Census Title 1980", "GSS Ratings 1989", "Census Code 2010", "Census Titles 2010", "GSS Ratings 2012")] %>%
DT::datatable( # put into interactive HTML table
colnames = c("OPR Job Title", "OPR Job Rating", "ONET-SOC Code*", "ONET-SOC Title*", "Census Code 1980", "Census Title 1980", "GSS Ratings 1989", "Census Code 2010", "Census Titles 2010", "GSS Ratings 2012"), #colnames
options = list(
lengthMenu = list(c(10, 50, -1), c('10', '50', 'All')),
pageLength = 10
),
filter = "top", # can filter
rownames = F # don't need rownames
)
opcrosswalk_db</code></pre>
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Investigator","Compensation, Benefits, and/or Job Analysis Specialist","Compliance Officer","Coroner","Cost Estimator","Credit Analyst","Customs Broker","Emergency Management Specialist","Employment Interviewer","Employment, Recruitment, and/or Placement Specialist","Energy Auditor","Environmental Compliance Inspector","Equal Opportunity Representative and/or Officer","Financial Analyst","Financial Analyst","Financial Examiner","Financial Quantitative Analyst","Fraud Examiner, Investigator and/or Analyst","Government Property Inspector and/or Investigator","Human Resources and/or Training","Insurance Appraiser and/or Adjuster","Insurance Underwriter","Investment Underwriter","Labor Relations Specialist","Licensing Examiner and/or Inspector","Loan Counselor","Loan Counselor","Loan Officer","Logistician","Logistics Analyst and/or Engineer","Logistics Analyst and/or Engineer","Management Analyst","Meeting and Convention Planner","Personal Financial Advisor","Personnel Recruiter","Purchasing Agent and/or Buyer","Regulatory Affairs Specialist","Risk Management Specialist","Security Management Specialist","Sustainability Specialist","Tax Examiner, Collector, and/or Revenue Agent","Tax Preparer","Training and Development Specialist","Wholesale and/or Retail Buyer","Other - Financial Specialist","Other - Financial Specialist","Other - Business Worker","Clergy","Counselor - Educational, Vocational, and School","Counselor - Mental Health","Counselor - Rehabilitation","Director of Religious Education or Activities","Health Educator","Marriage and/or Family Therapist","Probation Officer and/or Correctional Treatment Specialist","Social and Human Service Assistant","Social Worker - Child, Family and/or School","Social Worker - Medical and/or Public Health","Social Worker - Medical and/or Public Health","Social Worker - Mental Health and/or Substance Abuse","Substance Abuse and/or Behavioral Disorder Counselor","Other - Community and/or Social Service Specialist","Other - Counselor","Other - Religious Worker","Other - Social Worker","Actuary","Biostatistician","Business Intelligence Analyst","Clinical Data Manager","Computer and Information Scientist","Computer and Information Scientist","Computer Programmer","Computer Security Specialist","Computer Software Engineer","Computer Software Engineer","Computer Software Engineer","Computer Software Engineer","Computer Specialist","Computer Support Specialist","Computer Systems Engineers/Architect","Data Warehousing Specialist","Database Administrator","Database Administrator","Database Architect","Document Management Specialist","Electronic Commerce Specialist","Geographic Information Systems Technician","Geospatial Information Scientist and/or Technologist","Informatics Nurse Specialist","Information Technology Project Manager","Mathematical Science Occupation","Mathematical Science Occupation","Mathematical Technician","Mathematician","Network and Computer Systems Administrator","Network Systems and Data Communications Analyst","Operations Research Analyst","Software Quality Assurance Engineer and/or Tester","Statistician","Telecommunications Specialist","Video Game Designer","Web Administrator","Web Developer","Web Developer","Other - Computer Science Worker","Other - Computer Science Worker","Other - Computer Science Worker","Other - Computer Science Worker","Other - Computer Science Worker","Boilermaker","Carpenter","Carpenter","Carpenter","Carpet Installer","Cement Mason and/or Concrete Finisher","Construction and/or Building Inspector","Construction Laborer","Derrick Operator (Oil and Gas)","Drywall and/or Ceiling Tile Installer","Earth Driller (except Oil and Gas)","Earth Driller (except Oil and Gas)","Electrician","Elevator Installer and/or Repairer","Explosives Worker, Ordnance Handling Expert, and/or Blaster","Fence Erector","Floor Layer","Floor Sander and/or Finisher","Glazier","Hazardous Materials Removal Worker","Helper - Brickmasons, Blockmasons, Stonemasons, and/or Tile and Marble Setters","Helper - Carpenters","Helper - Electricians","Helper - Extraction Workers","Helper - Painters, Paperhangers, Plasterers, and/or Stucco Masons","Helper - Pipelayers, Plumbers, Pipefitters, and/or Steamfitters","Helper - Roofers","Highway Maintenance Worker","Insulation Worker","Insulation Worker","Mason - Brick, Block, Stone, Tile and/or Marble","Mason - Brick, Block, Stone, Tile and/or Marble","Mason - Brick, Block, Stone, Tile and/or Marble","Mason - Brick, Block, Stone, Tile and/or Marble","Mining Machine Operator","Mining Machine Operator","Mining Machine Operator","Mining Machine Operator","Mining Machine Operator","Painter and/or Paperhanger","Painter and/or Paperhanger","Paving, Surfacing, and/or Tamping Equipment Operator","Pile-Driver Operator","Pipelayer","Plumber, Pipefitter, and/or Steamfitter","Plumber, Pipefitter, and/or Steamfitter","Plumber, Pipefitter, and/or Steamfitter","Rail-Track Laying and/or Maintenance Equipment Operator","Reinforcing Iron and/or Rebar Worker","Rock Splitter","Roofer","Rotary Drill Operator","Roustabout","Segmental Paver","Septic Tank Servicer and/or Sewer Pipe Cleaner","Sheet Metal Worker","Solar Energy Installation Manager","Solar Photovoltaic Installer","Solar Thermal Installer and/or Technician","Structural Iron and Steel Worker","Supervisor/Manager of Construction and/or Extraction Workers","Taper","Weatherization Installer and/or Technician","Other - Construction and Related Work","Other - Construction Equipment Operator","Other - Extraction Worker","Other - Helper","Other - Mining Worker","Other - Oil and Gas Worker","Adaptive Physical Education Specialist","Adult Literacy, Remedial Education, and/or GED Teacher and/or Instructor","Archivist","Audio-Visual Collections Specialist","Curator","Elementary School Teacher (except Special Education)","Farm and/or Home Management Advisor","Graduate Teaching Assistant","Instructional Coordinator","Instructional Designer and/or Technologist","Kindergarten Teacher (except Special Education)","Librarian","Library Technician","Middle School Teacher (except Special and Vocational Education)","Museum Technician and/or Conservator","Postsecondary Teacher - Agricultural Sciences","Postsecondary Teacher - Anthropology and/or Archeology","Postsecondary Teacher - Architecture","Postsecondary Teacher - Area, Ethnic and/or Cultural Studies","Postsecondary Teacher - Art, Drama and/or Music","Postsecondary Teacher - Atmospheric, Earth, Marine and/or Space Sciences","Postsecondary Teacher - Biological Science","Postsecondary Teacher - Business","Postsecondary Teacher - Chemistry","Postsecondary Teacher - Communications","Postsecondary Teacher - Computer Science","Postsecondary Teacher - Criminal Justice and/or Law Enforcement","Postsecondary Teacher - Economics","Postsecondary Teacher - Education","Postsecondary Teacher - Engineering","Postsecondary Teacher - English Language and/or Literature","Postsecondary Teacher - Environmental Science","Postsecondary Teacher - Foreign Language and/or Literature","Postsecondary Teacher - Forestry and/or Conservation Science","Postsecondary Teacher - Geography","Postsecondary Teacher - Health Specialties","Postsecondary Teacher - History","Postsecondary Teacher - Home Economics","Postsecondary Teacher - Law","Postsecondary Teacher - Library Science","Postsecondary Teacher - Mathematical Science","Postsecondary Teacher - Nursing","Postsecondary Teacher - Other","Postsecondary Teacher - Philosophy or Religion","Postsecondary Teacher - Physics","Postsecondary Teacher - Political Science","Postsecondary Teacher - Psychology","Postsecondary Teacher - Recreation and Fitness Studies","Postsecondary Teacher - Social Sciences","Postsecondary Teacher - Social Work","Postsecondary Teacher - Sociology","Postsecondary Teacher - Vocational Education","Preschool Teacher (except Special Education)","Secondary School Teacher (except Special and Vocational Education)","Self-Enrichment Education Teacher",null,"Special Education Teacher - Middle School","Special Education Teacher - Preschool, Kindergarten, and Elementary School","Special Education Teacher - Preschool, Kindergarten, and Elementary School","Special Education Teacher - Preschool, Kindergarten, and Elementary School","Special Education Teacher - Secondary School","Teacher Assistant","Teacher Assistant","Teacher Assistant","Tutor","Vocational Education Teacher - Middle School","Vocational Education Teacher - Secondary School","Other - Education, Training, or Library Worker","Other - Teacher and/or Instructor","Other - Teacher and/or Instructor","Other - Teacher and/or Instructor","Aerospace Engineer","Aerospace Engineering and Operations Technician","Agricultural Engineer","Architect","Architectural and/or Civil Drafter","Architectural and/or Civil Drafter","Architectural and/or Civil Drafter","Automotive Engineer","Automotive Engineering Technician","Biochemical Engineer","Biomedical Engineer","Cartographer and/or Photogrammetrist","Chemical Engineer","Civil Engineer","Civil Engineering Technician","Computer Hardware Engineer","Drafter","Electrical and/or Electronic Engineering Technician","Electrical and/or Electronic Engineering Technician","Electrical and/or Electronic Engineering Technician","Electrical and/or Electronic Engineering Technician","Electrical and/or Electronic Engineering Technician","Electrical and/or Electronics Drafter","Electrical and/or Electronics Drafter","Electrical and/or Electronics Drafter","Electrical Engineers","Electro-Mechanical Technician","Electro-Mechanical Technician","Electronics Engineer","Energy Engineer","Environmental Engineer","Environmental Engineering Technician","Fire-Prevention and Protection Engineer","Fuel Cell Engineer","Fuel Cell Technician","Geodetic Surveyor","Health and Safety Engineer","Human Factors Engineer and Ergonomist","Industrial Engineering Technicians","Industrial Engineering Technicians","Industrial Engineers","Industrial Safety and Health Engineer","Landscape Architect","Manufacturing Engineer","Manufacturing Engineering Technologist","Manufacturing Production Technician","Mapping Technician","Marine Architect","Marine Engineer and/or Naval Architect","Marine Engineer and/or Naval Architect","Materials Engineer","Mechanical Drafter","Mechanical Engineer","Mechanical Engineering Technician","Mechanical Engineering Technician","Mechatronics Engineer","Microsystems Engineer","Mining and/or Geological Engineer (including Mining Safety Engineer)","Nanosystems Engineer","Nanotechnology Engineering Technician","Nanotechnology Engineering Technician","Non-Destructive Testing Specialist","Nuclear Engineer","Petroleum Engineer","Photonics Engineer","Photonics Technician","Product Safety Engineer","Radio Frequency Identification Device Specialist","Robotics Engineer","Robotics Technician","Solar Energy Systems Engineer","Surveying and Mapping Technician","Surveying and Mapping Technician","Surveyor","Transportation Engineer","Validation Engineer","Water/Wastewater Engineer","Wind Energy Engineer","Other - Engineer","Other - Engineering Technician","Other - Engineering Technician","Agricultural Equipment Operator","Agricultural Inspector","Animal Breeder","Faller","Farm Labor Contractor","Farmer and/or Rancher","Farmer and/or Rancher","Farmworker and/or Laborer (Crop, Nursery, and Greenhouse)","Farmworker and/or Laborer (Ranch and Farm Animals)","Fisher or Related Fishing Worker","Forest and Conservation Worker","Grader and/or Sorter of Agricultural Products","Hunter and/or Trapper","Log Grader and/or Scaler","Logging Equipment Operator","Nursery Worker","Supervisor/Manager of Agricultural Crop and Horticultural Workers","Supervisor/Manager of Animal Husbandry and Animal Care Workers","Supervisor/Manager of Aquacultural Workers","Supervisor/Manager of Farming, Fishing, and Forestry Workers","Supervisor/Manager of Logging Workers","Other - Agriculture Worker","Other - Animal Science","Other - Fishing Worker","Other - Forestry Worker","Other - Horticulture Worker","Other - Logging Worker","Barista","Bartender","Chef and/or Head Cook","Cook - Fast Food","Cook - Institutional and Cafeteria","Cook - Other","Cook - Private Household","Cook - Restaurant","Cook - Short Order","Dishwasher","Food Preparation Worker","Food Server","Food Service Attendant/Helper","Host/Hostess","Supervisor/Manager of Food Preparation and Serving Workers","Waiter/Waitress","Other - Food Preparation Worker","Other - Food Preparation Worker","Other - Food Preparation Worker","Acupuncturist","Acute Care Nurse","Advanced Practice Psychiatric Nurse","Allergist and/or Immunologist","Anesthesiologist","Anesthesiologist Assistant","Athletic Trainer","Audiologist","Cardiovascular Technologist and/or Technician","Chiropractor","Critical Care Nurse","Cytogenetic Technologist","Cytotechnologist","Dental Assistant","Dental Hygienist","Dentist","Dentist","Dermatologist","Diagnostic Medical Sonographer","Dietetic Technician","Dietitian and/or Nutritionist","Electroneurodiagnostic Technologist","Emergency Medical Technician and/or Paramedic","Emergency Medical Technician and/or Paramedic","Endoscopy Technician","Family and General Practitioner","Genetic Counselor","Hearing Aid Specialist","Histotechnologist and/or Histologic Technician","Home Health Aide","Hospitalist","Internist","Licensed Practical Nurse and/or Licensed Vocational Nurse","Vision, Orientation and Mobility Specialist","Massage Therapist","Medical and Clinical Laboratory Technician and/or Technologist","Medical and Clinical Laboratory Technician and/or Technologist","Medical Assistant","Medical Assistant","Medical Equipment Preparer","Medical Records and Health Information Technicians","Medical Records and Health Information Technicians","Medical Transcriptionist","Midwife","Naturopathic Physician","Neurologist","Nuclear Medicine Physician","Nuclear Medicine Technologist","Nuclear Medicine Technologist","Nurse Anesthetist","Nurse Midwife","Nurse Practitioner","Nursing Aid, Orderly and/or Attendant","Nursing Aid, Orderly and/or Attendant","Obstetrician and/or Gynecologist","Occupational Health and Safety Specialist","Occupational Health and Safety Technician","Occupational Therapist","Occupational Therapist Aide","Occupational Therapist Assistant","Ophthalmic Medical Technologist and/or Technician","Ophthalmologist","Optician (Dispensing)","Optometrist","Oral and Maxillofacial Surgeon","Orthodontist","Orthoptist","Orthotist and/or Prosthetist","Pathologist","Pediatrician","Pharmacist","Pharmacy Aide","Pharmacy Technician","Physical Medicine and Rehabilitation Physician","Physical Therapist","Physical Therapist Aide","Physical Therapist Assistant","Physician's Assistant","Physician's Assistant","Podiatrist","Preventive Medicine Physician","Prosthodontist","Psychiatric Aide","Psychiatric Technician","Psychiatrist","Radiation Therapist","Radiologic Technologist and/or Technician","Radiologic Technologist and/or Technician","Radiologist","Recreational Therapist","Registered Nurse","Respiratory Therapist","Respiratory Therapy Technician","Speech-Language Pathologist","Speech-Language Pathology Assistant","Sports Medicine Physician","Surgeon","Surgeon","Surgeon","Surgical Technologist","Urologist","Veterinarian","Veterinary Assistant and/or Laboratory Animal Caretaker","Veterinary Technologist and/or Technician","Other - Health Diagnosing and Treating Practitioner","Other - Health Diagnosing and Treating Practitioner","Other - Health Diagnosing and Treating Practitioner","Other - Health Diagnosing and Treating Practitioner","Other - Health Diagnosing and Treating Practitioner","Other - Health Technologist and/or Technician","Other - Health Technologist and/or Technician","Other - Healthcare Support Worker","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Physician and/or Surgeon","Other - Therapist","Other - Therapist","Other - Therapist","Other - Therapist","Aircraft Mechanic and/or Service Technician","Automotive Mechanic and/or Service Technician","Automotive Mechanic and/or Service Technician","Automotive Mechanic and/or Service Technician","Automotive Mechanic and/or Service Technician","Automotive Mechanic and/or Service Technician","Avionics Technician","Bicycle Repairer","Bus and Truck Mechanic and/or Diesel Engine Specialist","Camera and/or Photographic Equipment Repairer","Coin, Vending, and/or Amusement Machine Servicer and/or Repairer","Commercial Diver","Computer, Automated Teller, and/or Office Machine Repairer","Control and Valve Installer and/or Repairer","Electric Motor, Power Tool, and/or Related Repairer","Electrical and Electronics Installer and/or Repairer","Electrical and Electronics Installer and/or Repairer","Electrical and Electronics Installer and/or Repairer","Electrical and Electronics Installer and/or Repairer","Electrical Power-Line Installers and Repairers","Electrical Power-Line Installers and Repairers","Fabric Mender","Farm Equipment Mechanic","Geothermal Technician","Heating, Air Conditioning, and Refrigeration Mechanic and/or Installer","Heating, Air Conditioning, and Refrigeration Mechanic and/or Installer","Helper - Installation, Maintenance and/or Repair Workers","Home Appliance Repairer","Home Entertainment Equipment Installer and/or Repairer","Industrial Machinery Mechanic","Locksmith and/or Safe Repairer","Machinery Maintenance Worker","Maintenance and Repair Worker - General","Manufactured Building and Mobile Home Installer","Mechanic - Power Equipment and/or Small Engine","Mechanical Door Repairer","Medical Equipment Repairer","Millwright","Mobile Heavy Equipment Mechanic","Motorboat Mechanic","Motorcycle Mechanic","Musical Instrument Repairer and/or Tuner","Precision Instrument and Equipment Repairer","Radio Mechanic","Rail Car Repairer","Recreational Vehicle Service Technician","Refractory Materials Repairer","Refrigeration Mechanic and/or Installer","Rigger","Security and/or Fire Alarm Systems Installer","Signal and Track Switch Repairer","Supervisor/Manager of Mechanics, Installers, and/or Repairers","Telecommunications Equipment Installer and/or Repairer","Telecommunications Equipment Installer and/or Repairer","Tire Repairer and/or Changer","Watch Repairer","Wind Turbine Service Technician","Other - Installation, Maintenance, and Repair Worker","Administrative Law Judge, Adjudicator, and/or Hearing Officer","Arbitrator, Mediator, and/or Conciliator","Court Reporter","Judge, Magistrate Judge, and/or Magistrate","Law Clerk","Lawyer","Paralegal and/or Legal Assistant","Title Examiner, Abstractor, and/or Searcher","Other - Legal Worker","Other - Legal Support Worker","Agricultural and/or Food Science Technician","Agricultural and/or Food Science Technician","Agricultural and/or Food Science Technician","Agricultural and/or Food Science Technician","Animal Scientist","Anthropologist","Archeologist",null,"Astronomer","Atmospheric and/or Space Scientist","Biochemist","Bioinformatics Scientist","Biological Technician","Biologists","Biophysicist","Chemical Technician","Chemist","City and Regional Planning Aide","Climate Change Analyst","Conservation Scientist","Economist","Environmental Economist","Environmental Restoration Planner","Environmental Science Technician","Environmental Scientist","Epidemiologist","Food Scientist and/or Technologist","Forensic Science Technician","Forest and Conservation Technician","Forester","Geneticist","Geographer","Geological and/or Petroleum Technician","Geological and/or Petroleum Technician","Geological Sample Test Technician","Geophysical Data Technician","Geoscientist (except Hydrologist or Geographer)","Historian","Hydrologist","Industrial Ecologist","Market Research Analyst","Materials Scientist","Medical Scientist (except Epidemiologist)","Microbiologist","Molecular and Cellular Biologist","Neuropsychologist and/or Clinical Neuropsychologist","Nuclear Equipment Operation Technician","Nuclear Monitoring Technician","Nuclear Technician","Park Naturalist","Physicist","Political Scientist","Precision Agriculture Technician",null,"Psychologist - Clinical","Psychologist - Cognitive","Psychologist - Counseling","Psychologist - Developmental","Psychologist - Industrial-Organizational","Psychologist - Other","Psychologist - Personality","Psychologist - School",null,"Psychologist - Social","Quality Control Analyst","Range Manager","Remote Sensing Scientist and/or Technologist","Remote Sensing Technician","Social Science Research Assistant","Sociologist","Soil and Plant Scientist","Soil and/or Water Conservationist","Survey Researcher","Transportation Planner","Urban and Regional Planner","Zoologist and/or Wildlife Biologist","Other - Biological Scientist","Other - Life Scientist","Other - Life, Physical and Social Science Technician","Other - Life, Physical and Social Science Technician","Other - Mathematical Science Occupation","Other - Physical Scientist","Other - Science Technician","Other - Social Scientist","Administrative Services Manager","Administrative Services Manager","Advertising and Promotions Manager","Aquacultural Manager","Biofuels Production Manager","Biofuels/Biodiesel Technology and/or Product Development Manager","Biomass Production Manager","Brownfield Redevelopment Specialists and Site Manager","Chief Executive Officers","Chief Sustainability Officer","Clinical Nurse Specialist","Clinical Research Coordinator","Compensation and Benefits Manager","Compliance Manager","Computer and Information Systems Manager","Construction Manager","Crop and Livestock Manager","Distance Learning Coordinator","Education Administrator - Elementary and Secondary School","Education Administrator - Other","Education Administrator - Postsecondary","Education Administrator - Preschool and Child Care Center/Program","Engineering Manager","Farm, Ranch, or Other Agricultural Managers","Financial Manager","Financial Manager","Fitness and Wellness Coordinator","Food Service Manager","Funeral Director","Funeral Director","Gaming Manager","General and Operations Manager","Geothermal Production Manager","Green Marketer","Human Resources Manager","Hydroelectric Production Manager","Industrial Production Manager","Investment Fund Manager","Legislator","Lodging Manager","Logistics Manager","Loss Prevention Manager","Marketing Manager","Medical and Health Services Manager","Methane/Landfill Gas Collection System Operator","Natural Sciences Manager","Nursery and Greenhouse Manager","Online Merchant","Postmaster and/or Mail Superintendent","Property, Real Estate and/or Community Association Manager","Public Relations Manager","Public Relations Manager","Public Relations Manager","Purchasing Manager","Quality Control Systems Manager","Regulatory Affairs Manager","Sales Manager","Security Manager","Social and Community Service Manager","Storage and Distribution Manager","Supply Chain Manager","Training and Development Manager","Transportation Manager","Transportation, Storage, or Distribution Manager","Treasurer and/or Controller","Water Resource Specialist","Wind Energy Operations Manager","Wind Energy Project Manager","Other - Manager","Other - Manager","Other - Manager","Other - Manager","Aircraft Production Worker","Baker and/or Bakery Production Worker","Bindery Worker","Biofuels Processing Technician","Biomass Plant Technician","Bookbinder and/or Publishing Production Worker","Butcher and/or Meat Cutter","Cabinetmaker and/or Bench Carpenter","Cementing and Gluing Machine Operator and/or Tender","Chemical Equipment Operator and/or Tender","Chemical Plant and/or System Operator","Cleaning, Washing, and Metal Pickling Equipment Operator and/or Tender","Coating, Painting, and Spraying Machine Setter, Operator, and/or Tender","Coil Winder, Taper, and/or Finisher","Computer-Controlled Machine Tool Operator","Cooling and Freezing Equipment Operator and/or Tender","Crushing, Grinding, and Polishing Machine Setter, Operator, and/or Tenders","Cutter and/or Trimmer","Cutting, Slicing, Punching, and Press Machine Setter, Operator, and/or Tender","Cutting, Slicing, Punching, and Press Machine Setter, Operator, and/or Tender","Dental Laboratory Technician","Drilling and Boring Machine Tool Setter, Operator, and/or Tender","Electrical and/or Electronic Equipment Assembler","Electromechanical Equipment Assembler","Engine and/or Other Machine Assembler","Etcher and/or Engraver","Extruding, Forming, Pressing, and Compacting Machine Setter, Operator, and/or Tender","Extruding, Forming, Pressing, and Compacting Machine Setter, Operator, and/or Tender","Extruding, Forming, Pressing, and Compacting Machine Setter, Operator, and/or Tender","Fabric and/or Apparel Patternmaker","Fiberglass Laminator and/or Fabricator","Food and Tobacco Roasting, Baking, and Drying Machine Operator and/or Tender","Food Batchmaker","Food Batchmaker","Food Batchmaker","Forging Machine Setter, Operator, and/or Tender","Foundry Mold and Coremaker","Furnace, Kiln, Oven, Drier, and Kettle Operator and/or Tender","Furniture Finisher","Gas Plant Operator","Gem and/or Diamond Worker","Glass Blower, Molder, Bender, and/or Finisher","Grinding and/or Polishing Worker","Grinding, Lapping, Polishing, and Buffing Machine Tool Setter, Operator, and Tender","Heat Treating Equipment Setter, Operator, and/or Tender","Helper - Production Workers","Hydroelectric Plant Technician","Inspector, Tester, Sorter, Sampler and/or Weigher","Jeweler and/or Precious Stone Worker","Jeweler and/or Precious Stone Worker","Job Printer","Lathe and Turning Machine Tool Setter, Operator, and/or Tender","Laundry and/or Dry-Cleaning Worker","Lay-Out Worker","Machinist","Meat, Poultry, and/or Fish Cutter and Trimmer","Medical Appliance Technician","Metal Caster and/or Pourer","Metal-Refining Furnace Operator and/or Tender","Methane/Landfill Gas Generation System Technician","Milling and Planing Machine Setter, Operator, and/or Tender","Mixing and Blending Machine Setter, Operator, and/or Tender","Model Maker","Molding and Casting Worker","Molding and Casting Worker","Multiple Machine Tool Setter, Operator, and/or Tender","Nuclear Power Reactor Operator","Numerical Tool and/or Process Control Programmer","Ophthalmic Laboratory Technician","Ophthalmic Laboratory Technician","Packaging and Filling Machine Operator and/or Tender","Painting, Coating, and/or Decorating Worker","Painting, Coating, and/or Decorating Worker","Paper Goods Machine Setter, Operator, and/or Tenders","Patternmaker","Petroleum Pump System Operator, Refinery Operator, and/or Gauger","Photographic Process Worker","Plating and Coating Machine Setter, Operator, and/or Tender","Potter","Pourer and/or Caster","Power Distributor and Dispatcher","Power Plant Operator","Precious Metal Worker","Prepress Technician and/or Worker","Presser","Printing Machine Operator","Recycling and Reclamation Worker","Recycling and Reclamation Worker","Rolling Machine Setter, Operator, and/or Tender","Sawing Machine Setter, Operator, and/or Tender","Semiconductor Processor","Separating, Filtering, Precipitating, and Still Machine Setter, Operator, and/or Tender","Sewer and/or Sewing Machine Operator","Shoe and Leather Worker and/or Repairer","Shoe Machine Operator and/or Tender","Slaughterer and/or Meat Packer","Solderer and/or Brazer","Stationary Engineer and/or Boiler Operator","Stone Cutter and/or Carver","Stone Cutter and/or Carver","Structural Metal Fabricator and Fitter","Supervisor/Manager of Production Workers","Tailor, Dressmaker, and/or Custom Sewer","Tailor, Dressmaker, and/or Custom Sewer","Team Assembler","Textile Machine Setter, Operator and/or Tender","Textile Machine Setter, Operator and/or Tender","Textile Machine Setter, Operator and/or Tender","Textile Machine Setter, Operator and/or Tender","Timing Device Assembler, Adjuster, and/or Calibrator","Tire Builder","Tool and Die Maker","Tool Grinder, Filer, and/or Sharpener","Upholsterer","Water and Liquid Waste Treatment Plant and/or System Operator","Welder, Cutter, Solderer, and/or Brazer","Welder, Cutter, Solderer, and/or Brazer","Welding, Soldering, and Brazing Machine Setter, Operator, and/or Tender","Woodworker","Woodworker","Woodworker","Woodworking Machine Setter, Operator, and/or Tender","Other - Assembler and/or Fabricator","Other - Machine Tool Setter, Operator, and/or Tender","Other - Metal and/or Plastic Worker","Other - Plant and System Operator","Other - Production Worker","Other - Production Worker","Other - Production Worker","Other - Textile, Apparel, and/or Furnishings Worker","Air Crew Member","Air Crew Officer","Aircraft Launch and Recovery Officer","Aircraft Launch and Recovery Specialist","Armored Assault Vehicle Crew Member","Armored Assault Vehicle Officer","Artillery and Missile Crew Member","Artillery and Missile Officer","Command and Control Center Officer","Command and Control Center Specialist","Infantry","Infantry Officer","Radar and/or Sonar Technician","Special Force","Special Forces Officer","Supervisor/Manager of Air Crew Members","Supervisor/Manager of All Other Tactical Operations Specialists","Supervisor/Manager of Weapons Specialists/Crew Members","Other - Military Enlisted Special and Tactical Operations Crew Member and/or Specialist","Other - Military Officer Special and Tactical Operations Leader/Manager","Bill and/or Account Collector","Billing Clerk","Billing, Cost, and/or Rate Clerk","Billing, Posting, and/or Calculating Machine Operator","Bioinformatics Technician","Bookkeeping, Accounting, and Auditing Clerks","Brokerage Clerk","Cargo and/or Freight Agent","Clerk - (Brokerage, Court, Municipal, and/or License)","Communications Equipment Operator","Computer Operator","Correspondence Clerk","Courier and/or Messenger","Court Clerk","Court, Municipal, and/or License Clerk","Credit Authorizer, Checker, and/or Clerk","Credit Authorizer, Checker, and/or Clerk","Credit Authorizer, Checker, and/or Clerk","Customer Service Representative","Data Entry Keyer","Desktop Publisher","Dispatcher - Other","Dispatcher - Police, Fire and Ambulance","Eligibility Interviewer - Government Program","Executive Secretary and/or Administrative Assistant","File Clerk","Freight Forwarder","Gaming Clerk","Hotel, Motel, and Resort Desk Clerk","Human Resources Assistant","Insurance Claims and/or Policy Processing Clerk","Insurance Claims and/or Policy Processing Clerk","Insurance Claims and/or Policy Processing Clerk","Interviewer","Legal Secretary","Library Assistant","License Clerk","Loan Clerk","Mail Clerk and Mail Machine Operator (except Postal Service)","Marking Clerk","Medical Secretary","Meter Reader","Municipal Clerk","New Accounts Clerk","Office Clerk, General","Office Machine Operator (except Computer)","Order Clerk","Order Filler - Wholesale and/or Retail Sales","Other - Information and/or Record Clerk","Patient Representative","Payroll and/or Timekeeping Clerk","Postal Service Clerk","Postal Service Mail Carrier","Postal Service Mail Sorter, Processor, and/or Processing Machine Operator","Procurement Clerk","Production, Planning, and/or Expediting Clerk","Proofreader and/or Copy Marker","Receptionist and/or Information Clerk","Recordkeeping - Weigher, Measurer, Checker, and/or Sampler","Reservation and Transportation Ticket Agent and/or Travel Clerk","Secretary","Shipping, Receiving, and Traffic Clerk","Statement Clerk","Statistical Assistant","Stock Clerk and/or Order Filler","Stock Clerk and/or Order Filler","Stock Clerk and/or Order Filler","Supervisor/Manager of Office and Administrative Support Workers","Switchboard Operator (including Answering Service)","Telephone Operator","Teller","Word Processor and/or Typist","Other - Office and Administrative Support Worker","Amusement and/or Recreation Attendant","Animal Trainer","Baggage Porter and/or Bellhop","Barber","Child Care Worker","Concierge","Costume Attendant","Embalmer","Fitness Trainer and/or Aerobics Instructor","Flight Attendant","Funeral Attendant","Gaming Service Worker","Gaming Service Worker","Gaming Service Worker","Gaming Service Worker","Gaming Service Worker","Hairdresser, Hairstylist, and/or Cosmetologist","Locker Room, Coatroom, and/or Dressing Room Attendant","Makeup Artist","Manicurist and/or Pedicurist","Motion Picture Projectionist","Nanny","Nonfarm Animal Caretaker","Personal and Home Care Aide","Recreation Worker","Residential Advisor","Shampooer","Skin Care Specialist","Spa Manager","Supervisor/Manager of Personal Service Workers","Supervisor/Manager of Personal Service Workers","Supervisor/Manager of Personal Service Workers","Tour Guide and/or Escort","Transportation Attendant","Travel Guide","Usher, Lobby Attendant, and/or Ticket Taker","Other - Entertainment Attendant or Related Worker","Other - Personal Care and Service Worker","Other - Personal Care and Service Worker","Animal Control Worker","Bailiff","Correctional Offices and/or Jailer","Criminal Investigator and/or Special Agent","Crossing Guard","Detective","Fire Fighter","Fire Inspector","Fire Inspector","Fire Investigator","Fish and Game Warden","Forest Fire Fighter","Forest Fire Fighting and Prevention Supervisor","Forest Fire Inspectors and Prevention Specialists","Gaming Surveillance Officer and/or Gaming Investigator","Immigration and/or Customs Inspector","Intelligence Analyst","Lifeguard, Ski Patrol, or Other Recreational Protective Service Worker","Loss Prevention Specialist","Municipal Fire Fighter","Municipal Fire Fighting and Prevention Supervisor","Parking Enforcement Worker","Police and Sheriff's Patrol Officer","Police Detective","Police Identification and Records Officer","Police Patrol Officer","Private Detective and/or Investigator","Security Guard","Sheriff and/or Deputy Sheriff","Supervisor/Manager of Correctional Officers","Supervisor/Manager of Fire Fighting and Prevention Workers","Supervisor/Manager of Police and Detectives","Transit and Railroad Police","Transportation Security Officer","Other - Protective Service Worker","Other - Protective Service Worker","Other - Supervisor/Manager of Protective Service Workers","Other - Supervisor/Manager of Protective Service Workers","Advertising Sales Agent","Cashier",null,"Convenience and/or Newsstand Vender","Counter and/or Rental Clerk","Door-to-Door Sales Worker","Energy Broker","Financial Services Sales Agent","Financial Services Sales Agent","Gaming Change Person and/or Booth Cashier","Insurance Sales Agent","Model","Parts Salesperson","Product Promoters and/or Demonstrator","Real Estate Broker","Real Estate Sales Agent","Retail Salesperson","Sales Engineer","Sales 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Lawn Service, and…","Tree Trimmers and Pruners","Building Cleaning Workers, All Other","Grounds Maintenance Workers, All Other","Accountants and Auditors","Accountants and Auditors","Agents and Business Managers of Artists, Performers, and…","Appraisers of Personal and Business Property","Appraisers and Assessors of Real Estate","Appraisers of Personal and Business Property","Appraisers and Assessors of Real Estate","Accountants and Auditors","Budget Analysts","Business Operations Specialists, All Other","Project Management Specialists","Business Operations Specialists, All Other","Claims Adjusters, Examiners, and Investigators","Claims Adjusters, Examiners, and Investigators","Claims Adjusters, Examiners, and Investigators","Compensation, Benefits, and Job Analysis Specialists","Compliance Officers","Compliance Officers","Cost Estimators","Credit Analysts","Business Operations Specialists, All Other","Emergency Management Directors","Interviewers, Except Eligibility and Loan",null,"Business Operations Specialists, All Other","Compliance Officers","Compliance Officers","Financial and Investment Analysts","Financial Risk Specialists","Financial Examiners","Financial Specialists, All Other","Financial Specialists, All Other","Compliance Officers","Human Resources Specialists","Insurance Appraisers, Auto Damage","Insurance Underwriters","Financial Specialists, All Other","Labor Relations Specialists","Compliance Officers","Credit Counselors","Credit Counselors","Loan Officers","Logisticians","Logisticians","Logisticians","Management Analysts","Meeting, Convention, and Event Planners","Personal Financial Advisors",null,"Purchasing Agents, Except Wholesale, Retail, and Farm Pr…","Compliance Officers","Financial Risk Specialists","Business Operations Specialists, All Other","Business Operations Specialists, All Other","Tax Examiners and Collectors, and Revenue Agents","Tax Preparers","Training and Development Specialists","Wholesale and Retail Buyers, Except Farm Products","Financial Risk Specialists","Financial Specialists, All Other",null,"Clergy","Educational, Guidance, and Career Counselors and Advisor…","Mental Health Counselors","Rehabilitation Counselors","Directors, Religious Activities and Education","Health Education Specialists","Marriage and Family Therapists","Probation Officers and Correctional Treatment Specialist…","Social and Human Service Assistants","Child, Family, and School Social Workers","Healthcare Social Workers","Community Health Workers","Mental Health and Substance Abuse Social Workers","Substance Abuse and Behavioral Disorder Counselors","Community and Social Service Specialists, All Other","Counselors, All Other","Religious Workers, All Other","Social Workers, All Other","Actuaries","Statisticians","Computer Occupations, All Other","Statisticians","Computer and Information Research Scientists","Computer Systems Analysts","Computer Programmers","Information Security Analysts","Software Developers","Software Quality Assurance Analysts and Testers","Software Developers","Software Quality Assurance Analysts and Testers","Computer Network Support Specialists","Computer User Support Specialists","Software Developers","Database Architects","Database Administrators","Database Architects","Database Architects","Computer Occupations, All Other","Web and Digital Interface Designers","Computer Occupations, All Other","Computer Occupations, All Other","Computer Systems Analysts","Computer Occupations, All Other","Data Scientists","Mathematical Science Occupations, All Other","Mathematical Science Occupations, All Other","Mathematicians","Network and Computer Systems Administrators","Computer Network Architects","Operations Research Analysts","Software Quality Assurance Analysts and Testers","Statisticians","Computer Network Architects","Computer Occupations, All Other","Computer Occupations, All Other","Web Developers","Web and Digital Interface Designers","Project Management Specialists","Database Architects","Software Quality Assurance Analysts and Testers","Web and Digital Interface Designers","Computer Occupations, All Other","Boilermakers","Carpenters","Carpenters","Carpenters","Carpet Installers","Cement Masons and Concrete Finishers","Construction and Building Inspectors","Construction Laborers","Derrick Operators, Oil and Gas","Drywall and Ceiling Tile Installers","Earth Drillers, Except Oil and Gas","Explosives Workers, Ordnance Handling Experts, and Blast…","Electricians","Elevator and Escalator Installers and Repairers","Explosives Workers, Ordnance Handling Experts, and Blast…","Fence Erectors","Floor Layers, Except Carpet, Wood, and Hard Tiles","Floor Sanders and Finishers","Glaziers","Hazardous Materials Removal Workers","Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile…","Helpers--Carpenters","Helpers--Electricians","Helpers--Extraction Workers","Helpers--Painters, Paperhangers, Plasterers, and Stucco …","Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfit…","Helpers--Roofers","Highway Maintenance Workers","Insulation Workers, Floor, Ceiling, and Wall","Insulation Workers, Mechanical","Brickmasons and Blockmasons","Tile and Stone Setters","Terrazzo Workers and Finishers","Plasterers and Stucco Masons","Continuous Mining Machine Operators","Underground Mining Machine Operators, All Other","Underground Mining Machine Operators, All Other","Extraction Workers, All Other","Roof Bolters, Mining","Painters, Construction and Maintenance","Paperhangers","Paving, Surfacing, and Tamping Equipment Operators","Pile Driver Operators","Pipelayers","Plumbers, Pipefitters, and Steamfitters","Plumbers, Pipefitters, and Steamfitters","Plumbers, Pipefitters, and Steamfitters","Rail-Track Laying and Maintenance Equipment Operators","Reinforcing Iron and Rebar Workers","Rock Splitters, Quarry","Roofers","Rotary Drill Operators, Oil and Gas","Roustabouts, Oil and Gas","Segmental Pavers","Septic Tank Servicers and Sewer Pipe Cleaners","Sheet Metal Workers","First-Line Supervisors of Construction Trades and Extrac…","Solar Photovoltaic Installers","Construction and Related Workers, All Other","Structural Iron and Steel Workers","First-Line Supervisors of Construction Trades and Extrac…","Tapers","Construction and Related Workers, All Other","Construction and Related Workers, All Other","Operating Engineers and Other Construction Equipment Ope…","Extraction Workers, All Other","Helpers, Construction Trades, All Other",null,"Service Unit Operators, Oil and Gas","Special Education Teachers, All Other","Adult Basic Education, Adult Secondary Education, and En…","Archivists","Librarians and Media Collections Specialists",null,"Elementary School Teachers, Except Special Education","Farm and Home Management Educators","Teaching Assistants, Postsecondary","Instructional Coordinators","Instructional Coordinators","Kindergarten Teachers, Except Special Education","Librarians and Media Collections Specialists","Library Technicians","Middle School Teachers, Except Special and Career/Techni…","Museum Technicians and Conservators","Agricultural Sciences Teachers, Postsecondary","Anthropology and Archeology Teachers, Postsecondary","Architecture Teachers, Postsecondary","Area, Ethnic, and Cultural Studies Teachers, Postseconda…","Art, Drama, and Music Teachers, Postsecondary","Atmospheric, Earth, Marine, and Space Sciences Teachers,…","Biological Science Teachers, Postsecondary","Business Teachers, Postsecondary","Chemistry Teachers, Postsecondary","Communications Teachers, Postsecondary","Computer Science Teachers, Postsecondary","Criminal Justice and Law Enforcement Teachers, Postsecon…","Economics Teachers, Postsecondary","Education Teachers, Postsecondary","Engineering Teachers, Postsecondary","English Language and Literature Teachers, Postsecondary","Environmental Science Teachers, Postsecondary","Foreign Language and Literature Teachers, Postsecondary","Forestry and Conservation Science Teachers, Postsecondar…","Geography Teachers, Postsecondary","Health Specialties Teachers, Postsecondary","History Teachers, Postsecondary","Family and Consumer Sciences Teachers, Postsecondary","Law Teachers, Postsecondary","Library Science Teachers, Postsecondary","Mathematical Science Teachers, Postsecondary","Nursing Instructors and Teachers, Postsecondary","Postsecondary Teachers, All Other","Philosophy and Religion Teachers, Postsecondary","Physics Teachers, Postsecondary","Political Science Teachers, Postsecondary","Psychology Teachers, Postsecondary","Recreation and Fitness Studies Teachers, Postsecondary","Social Sciences Teachers, Postsecondary, All Other","Social Work Teachers, Postsecondary","Sociology Teachers, Postsecondary","Career/Technical Education Teachers, Postsecondary","Preschool Teachers, Except Special Education","Secondary School Teachers, Except Special and Career/Tec…","Self-Enrichment Teachers","Special Education Teachers, All Other","Special Education Teachers, Middle School","Special Education Teachers, Preschool","Special Education Teachers, Kindergarten","Special Education Teachers, Elementary School","Special Education Teachers, Secondary School","Teaching Assistants, Preschool, Elementary, Middle, and …","Teaching Assistants, Special Education","Teaching Assistants, All Other","Tutors","Career/Technical Education Teachers, Middle School","Career/Technical Education Teachers, Secondary School","Educational Instruction and Library Workers, All Other","Substitute Teachers, Short-Term","Tutors","Teachers and Instructors, All Other","Aerospace Engineers","Aerospace Engineering and Operations Technologists and T…","Agricultural Engineers","Architects, Except Landscape and Naval","Architectural and Civil Drafters","Architectural and Civil Drafters","Architectural and Civil Drafters","Mechanical Engineers","Mechanical Engineering Technologists and Technicians","Engineers, All Other","Bioengineers and Biomedical Engineers","Cartographers and Photogrammetrists","Chemical Engineers","Civil Engineers","Civil Engineering Technologists and Technicians","Computer Hardware Engineers","Drafters, All Other","Electrical and Electronic Engineering Technologists and …","Electrical and Electronic Engineering Technologists and …","Electrical and Electronic Engineering Technologists and …","Electrical and Electronic Engineering Technologists and …","Electrical and Electronic Engineering Technologists and …","Electrical and Electronics Drafters","Electrical and Electronics Drafters","Electrical and Electronics Drafters","Electrical Engineers","Electro-Mechanical and Mechatronics Technologists and Te…","Electro-Mechanical and Mechatronics Technologists and Te…","Electronics Engineers, Except Computer","Engineers, All Other","Environmental Engineers","Environmental Engineering Technologists and Technicians","Health and Safety Engineers, Except Mining Safety Engine…","Mechanical Engineers","Engineering Technologists and Technicians, Except Drafte…","Surveyors","Health and Safety Engineers, Except Mining Safety Engine…","Industrial Engineers","Industrial Engineering Technologists and Technicians","Industrial Engineering Technologists and Technicians","Industrial Engineers","Health and Safety Engineers, Except Mining Safety Engine…","Landscape Architects","Engineers, All Other","Engineering Technologists and Technicians, Except Drafte…","Engineering Technologists and Technicians, Except Drafte…","Surveying and Mapping Technicians","Marine Engineers and Naval Architects","Marine Engineers and Naval Architects","Marine Engineers and Naval Architects","Materials Engineers","Mechanical Drafters","Mechanical Engineers","Mechanical Engineering Technologists and Technicians","Mechanical Engineering Technologists and Technicians","Engineers, All Other","Engineers, All Other","Mining and Geological Engineers, Including Mining Safety…","Engineers, All Other","Engineering Technologists and Technicians, Except Drafte…","Engineering Technologists and Technicians, Except Drafte…","Engineering Technologists and Technicians, Except Drafte…","Nuclear Engineers","Petroleum Engineers","Engineers, All Other","Engineering Technologists and Technicians, Except Drafte…","Health and Safety Engineers, Except Mining Safety Engine…","Electronics Engineers, Except Computer","Engineers, All Other","Electro-Mechanical and Mechatronics Technologists and Te…","Engineers, All Other","Surveying and Mapping Technicians","Surveying and Mapping Technicians","Surveyors","Civil Engineers","Engineers, All Other","Environmental Engineers","Engineers, All Other","Engineers, All Other","Calibration Technologists and Technicians","Engineering Technologists and Technicians, Except Drafte…","Agricultural Equipment Operators","Agricultural Inspectors","Animal Breeders","Fallers","Farm Labor Contractors","Farmers, Ranchers, and Other Agricultural Managers","Buyers and Purchasing Agents, Farm Products","Farmworkers and Laborers, Crop, Nursery, and Greenhouse","Farmworkers, Farm, Ranch, and Aquacultural Animals","Fishing and Hunting Workers","Forest and Conservation Workers","Graders and Sorters, Agricultural Products","Fishing and Hunting Workers","Log Graders and Scalers","Logging Equipment Operators","Farmworkers and Laborers, Crop, Nursery, and Greenhouse","First-Line Supervisors of Farming, Fishing, and Forestry…","First-Line Supervisors of Farming, Fishing, and Forestry…","First-Line Supervisors of Farming, Fishing, and Forestry…","First-Line Supervisors of Farming, Fishing, and Forestry…","First-Line Supervisors of Farming, Fishing, and Forestry…","Agricultural Workers, All Other",null,null,null,"Farmworkers and Laborers, Crop, Nursery, and Greenhouse","Logging Workers, All Other","Fast Food and Counter Workers","Bartenders","Chefs and Head Cooks","Cooks, Fast Food","Cooks, Institution and Cafeteria","Cooks, All Other","Cooks, Private Household","Cooks, Restaurant","Cooks, Short Order","Dishwashers","Food Preparation Workers","Food Servers, Nonrestaurant","Dining Room and Cafeteria Attendants and Bartender Helpe…","Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop","First-Line Supervisors of Food Preparation and Serving W…","Waiters and Waitresses","Fast Food and Counter Workers","Fast Food and Counter Workers","Food Preparation and Serving Related Workers, All Other","Acupuncturists","Registered Nurses","Registered Nurses","Physicians, All Other","Anesthesiologists","Physician Assistants","Athletic Trainers","Audiologists","Cardiovascular Technologists and Technicians","Chiropractors","Registered Nurses","Medical and Clinical Laboratory Technologists","Medical and Clinical Laboratory Technologists","Dental Assistants","Dental Hygienists","Dentists, General","Dentists, All Other Specialists","Dermatologists","Diagnostic Medical Sonographers","Dietetic Technicians","Dietitians and Nutritionists","Health Technologists and Technicians, All Other","Emergency Medical Technicians","Paramedics","Healthcare Support Workers, All Other","Family Medicine Physicians","Genetic Counselors","Hearing Aid Specialists","Medical and Clinical Laboratory Technologists","Home Health Aides","Physicians, All Other","General Internal Medicine Physicians","Licensed Practical and Licensed Vocational Nurses","Occupational Therapists","Massage Therapists","Medical and Clinical Laboratory Technologists","Medical and Clinical Laboratory Technicians","Medical Assistants","Phlebotomists","Medical Equipment Preparers","Medical Records Specialists","Health Information Technologists and Medical Registrars","Medical Transcriptionists","Healthcare Practitioners and Technical Workers, All Othe…","Healthcare Diagnosing or Treating Practitioners, All Oth…","Neurologists","Physicians, All Other","Nuclear Medicine Technologists","Magnetic Resonance Imaging Technologists","Nurse Anesthetists","Nurse Midwives","Nurse Practitioners","Nursing Assistants","Orderlies","Obstetricians and Gynecologists","Occupational Health and Safety Specialists","Occupational Health and Safety Technicians","Occupational Therapists","Occupational Therapy Aides","Occupational Therapy Assistants","Ophthalmic Medical Technicians","Ophthalmologists, Except Pediatric","Opticians, Dispensing","Optometrists","Oral and Maxillofacial Surgeons","Orthodontists","Healthcare Diagnosing or Treating Practitioners, All Oth…","Orthotists and Prosthetists","Physicians, Pathologists","Pediatricians, General","Pharmacists","Pharmacy Aides","Pharmacy Technicians","Physicians, All Other","Physical Therapists","Physical Therapist Aides","Physical Therapist Assistants","Physician Assistants","Surgical Assistants","Podiatrists","Physicians, All Other","Prosthodontists","Psychiatric Aides","Psychiatric Technicians","Psychiatrists","Radiation Therapists","Radiologic Technologists and Technicians","Radiologic Technologists and Technicians","Radiologists","Recreational Therapists","Registered Nurses","Respiratory Therapists","Health Technologists and Technicians, All Other","Speech-Language Pathologists","Healthcare Support Workers, All Other","Physicians, All Other","Orthopedic Surgeons, Except Pediatric","Pediatric Surgeons","Surgeons, All Other","Surgical Technologists","Physicians, All Other","Veterinarians","Veterinary Assistants and Laboratory Animal Caretakers","Veterinary Technologists and Technicians","Acupuncturists","Healthcare Diagnosing or Treating Practitioners, All Oth…","Health Information Technologists and Medical Registrars","Surgical Assistants","Healthcare Practitioners and Technical Workers, All Othe…","Medical Dosimetrists","Health Technologists and Technicians, All Other","Healthcare Support Workers, All Other","Cardiologists","Dermatologists","Emergency Medicine Physicians","Neurologists","Physicians, Pathologists","Radiologists","Physicians, All Other","Ophthalmologists, Except Pediatric","Recreational Therapists","Recreational Therapists","Exercise Physiologists","Therapists, All Other","Aircraft Mechanics and Service Technicians","Automotive Body and Related Repairers","Automotive Glass Installers and Repairers","Automotive Service Technicians and Mechanics","Automotive Service Technicians and Mechanics","Automotive Service Technicians and Mechanics","Avionics Technicians","Bicycle Repairers","Bus and Truck Mechanics and Diesel Engine Specialists","Camera and Photographic Equipment Repairers","Coin, Vending, and Amusement Machine Servicers and Repai…","Commercial Divers","Computer, Automated Teller, and Office Machine Repairers","Control and Valve Installers and Repairers, Except Mecha…","Electric Motor, Power Tool, and Related Repairers","Electrical and Electronics Installers and Repairers, Tra…","Electrical and Electronics Repairers, Commercial and Ind…","Electrical and Electronics Repairers, Powerhouse, Substa…","Electronic Equipment Installers and Repairers, Motor Veh…","Electrical Power-Line Installers and Repairers","Telecommunications Line Installers and Repairers","Installation, Maintenance, and Repair Workers, All Other","Farm Equipment Mechanics and Service Technicians","Installation, Maintenance, and Repair Workers, All Other","Heating, Air Conditioning, and Refrigeration Mechanics a…","Heating, Air Conditioning, and Refrigeration Mechanics a…","Helpers--Installation, Maintenance, and Repair Workers","Home Appliance Repairers","Audiovisual Equipment Installers and Repairers","Industrial Machinery Mechanics","Locksmiths and Safe Repairers","Maintenance Workers, Machinery","Maintenance and Repair Workers, General","Manufactured Building and Mobile Home Installers","Outdoor Power Equipment and Other Small Engine Mechanics","Mechanical Door Repairers","Medical Equipment Repairers","Millwrights","Mobile Heavy Equipment Mechanics, Except Engines","Motorboat Mechanics and Service Technicians","Motorcycle Mechanics","Musical Instrument Repairers and Tuners","Precision Instrument and Equipment Repairers, All Other","Radio, Cellular, and Tower Equipment Installers and Repa…","Rail Car Repairers","Recreational Vehicle Service Technicians","Refractory Materials Repairers, Except Brickmasons","Heating, Air Conditioning, and Refrigeration Mechanics a…","Riggers","Security and Fire Alarm Systems Installers","Signal and Track Switch Repairers","First-Line Supervisors of Mechanics, Installers, and Rep…","Radio, Cellular, and Tower Equipment Installers and Repa…","Telecommunications Equipment Installers and Repairers, E…","Tire Repairers and Changers","Watch and Clock Repairers","Wind Turbine Service Technicians","Installation, Maintenance, and Repair Workers, All Other","Administrative Law Judges, Adjudicators, and Hearing Off…","Arbitrators, Mediators, and Conciliators","Court Reporters and Simultaneous Captioners","Judges, Magistrate Judges, and Magistrates","Judicial Law Clerks","Lawyers","Paralegals and Legal Assistants","Title Examiners, Abstractors, and Searchers",null,"Legal Support Workers, All Other","Agricultural Technicians","Food Science Technicians","Agricultural Technicians","Food Science Technicians","Animal Scientists","Anthropologists and Archeologists","Anthropologists and Archeologists","Anthropologists and Archeologists","Astronomers","Atmospheric and Space Scientists","Biochemists and Biophysicists","Biological Scientists, All Other","Biological Technicians","Biological Scientists",null,"Chemical Technicians","Chemists","Social Science Research Assistants","Environmental Scientists and Specialists, Including Heal…","Conservation Scientists","Economists","Economists","Environmental Scientists and Specialists, Including Heal…","Environmental Science and Protection Technicians, Includ…","Environmental Scientists and Specialists, Including Heal…","Epidemiologists","Food Scientists and Technologists","Forensic Science Technicians","Forest and Conservation Technicians","Foresters","Biological Scientists, All Other","Geographers","Geological Technicians, Except Hydrologic Technicians","Hydrologic Technicians","Geological Technicians, Except Hydrologic Technicians","Geological Technicians, Except Hydrologic Technicians","Geoscientists, Except Hydrologists and Geographers","Historians","Hydrologists","Environmental Scientists and Specialists, Including Heal…","Market Research Analysts and Marketing Specialists","Materials Scientists","Medical Scientists, Except Epidemiologists","Microbiologists","Biological Scientists, All Other","Psychologists, All Other","Nuclear Technicians","Nuclear Technicians","Nuclear Technicians","Conservation Scientists","Physicists","Political Scientists","Agricultural Technicians","Clinical and Counseling Psychologists","Clinical and Counseling Psychologists",null,"Clinical and Counseling Psychologists",null,"Industrial-Organizational Psychologists","Psychologists, All Other",null,"School Psychologists","School Psychologists",null,"Life, Physical, and Social Science Technicians, All Othe…","Conservation Scientists","Physical Scientists, All Other","Life, Physical, and Social Science Technicians, All Othe…","Social Science Research Assistants","Sociologists","Soil and Plant Scientists","Conservation Scientists","Survey Researchers","Social Scientists and Related Workers, All Other","Urban and Regional Planners","Zoologists and Wildlife Biologists","Biological Scientists, All Other","Life Scientists, All Other","Hydrologic Technicians","Life, Physical, and Social Science Technicians, All Othe…",null,"Physical Scientists, All Other",null,"Social Scientists and Related Workers, All Other","Administrative Services Managers","Facilities Managers","Advertising and Promotions Managers","Farmers, Ranchers, and Other Agricultural Managers","Industrial Production Managers","Architectural and Engineering Managers","Industrial Production Managers","Managers, All Other","Chief Executives","Chief Executives","Registered Nurses","Natural Sciences Managers","Compensation and Benefits Managers","Managers, All Other","Computer and Information Systems Managers","Construction Managers",null,"Education Administrators, All Other","Education Administrators, Kindergarten through Secondary","Education Administrators, All Other","Education Administrators, Postsecondary","Education and Childcare Administrators, Preschool and Da…","Architectural and Engineering Managers","Farmers, Ranchers, and Other Agricultural Managers","Financial Managers","Financial Managers","Personal Service Managers, All Other","Food Service Managers","Funeral Home Managers","Morticians, Undertakers, and Funeral Arrangers","Gambling Managers","General and Operations Managers","Industrial Production Managers","Advertising and Promotions Managers","Human Resources Managers","Industrial Production Managers","Industrial Production Managers","Managers, All Other","Legislators","Lodging Managers","Transportation, Storage, and Distribution Managers","Managers, All Other","Marketing Managers","Medical and Health Services Managers","Industrial Production Managers","Natural Sciences Managers","Farmers, Ranchers, and Other Agricultural Managers","Business Operations Specialists, All Other","Postmasters and Mail Superintendents","Property, Real Estate, and Community Association Manager…","Public Relations Managers","Fundraising Managers","Fundraisers","Purchasing Managers","Industrial Production Managers","Managers, All Other","Sales Managers","Facilities Managers","Social and Community Service Managers","Transportation, Storage, and Distribution Managers","Managers, All Other","Training and Development Managers","Transportation, Storage, and Distribution Managers","Transportation, Storage, and Distribution Managers","Financial Managers","Natural Sciences Managers","Managers, All Other","Managers, All Other","Entertainment and Recreation Managers, Except Gambling","Personal Service Managers, All Other","Managers, All Other","Project Management Specialists","Aircraft Structure, Surfaces, Rigging, and Systems Assem…","Bakers",null,"Plant and System Operators, All Other","Plant and System Operators, All Other","Print Binding and Finishing Workers","Butchers and Meat Cutters","Cabinetmakers and Bench Carpenters","Adhesive Bonding Machine Operators and Tenders","Chemical Equipment Operators and Tenders","Chemical Plant and System Operators","Cleaning, Washing, and Metal Pickling Equipment Operator…","Coating, Painting, and Spraying Machine Setters, Operato…","Coil Winders, Tapers, and Finishers","Computer Numerically Controlled Tool Operators","Cooling and Freezing Equipment Operators and Tenders","Crushing, Grinding, and Polishing Machine Setters, Opera…","Cutters and Trimmers, Hand","Cutting, Punching, and Press Machine Setters, Operators,…","Cutting and Slicing Machine Setters, Operators, and Tend…","Dental Laboratory Technicians","Drilling and Boring Machine Tool Setters, Operators, and…","Electrical and Electronic Equipment Assemblers","Electromechanical Equipment Assemblers","Engine and Other Machine Assemblers","Etchers and Engravers","Extruding and Drawing Machine Setters, Operators, and Te…","Extruding and Forming Machine Setters, Operators, and Te…","Extruding, Forming, Pressing, and Compacting Machine Set…","Fabric and Apparel Patternmakers","Fiberglass Laminators and Fabricators","Food and Tobacco Roasting, Baking, and Drying Machine Op…","Food Batchmakers","Food Cooking Machine Operators and Tenders","Food Processing Workers, All Other","Forging Machine Setters, Operators, and Tenders, Metal a…","Foundry Mold and Coremakers","Furnace, Kiln, Oven, Drier, and Kettle Operators and Ten…","Furniture Finishers","Gas Plant Operators","Jewelers and Precious Stone and Metal Workers","Molders, Shapers, and Casters, Except Metal and Plastic","Grinding and Polishing Workers, Hand","Grinding, Lapping, Polishing, and Buffing Machine Tool S…","Heat Treating Equipment Setters, Operators, and Tenders,…","Helpers--Production Workers","Plant and System Operators, All Other","Inspectors, Testers, Sorters, Samplers, and Weighers","Jewelers and Precious Stone and Metal Workers","Jewelers and Precious Stone and Metal Workers",null,"Lathe and Turning Machine Tool Setters, Operators, and T…","Laundry and Dry-Cleaning Workers","Layout Workers, Metal and Plastic","Machinists","Meat, Poultry, and Fish Cutters and Trimmers","Medical Appliance Technicians",null,"Metal-Refining Furnace Operators and Tenders","Plant and System Operators, All Other","Milling and Planing Machine Setters, Operators, and Tend…","Mixing and Blending Machine Setters, Operators, and Tend…","Model Makers, Metal and Plastic","Molders, Shapers, and Casters, Except Metal and Plastic","Molders, Shapers, and Casters, Except Metal and Plastic","Multiple Machine Tool Setters, Operators, and Tenders, M…","Nuclear Power Reactor Operators","Computer Numerically Controlled Tool Programmers","Health Technologists and Technicians, All Other","Ophthalmic Laboratory Technicians","Packaging and Filling Machine Operators and Tenders","Coating, Painting, and Spraying Machine Setters, Operato…","Painting, Coating, and Decorating Workers","Paper Goods Machine Setters, Operators, and Tenders","Patternmakers, Metal and Plastic","Petroleum Pump System Operators, Refinery Operators, and…","Photographic Process Workers and Processing Machine Oper…","Plating Machine Setters, Operators, and Tenders, Metal a…","Molders, Shapers, and Casters, Except Metal and Plastic","Pourers and Casters, Metal","Power Distributors and Dispatchers","Power Plant Operators","Jewelers and Precious Stone and Metal Workers","Prepress Technicians and Workers","Pressers, Textile, Garment, and Related Materials","Printing Press Operators","Production Workers, All Other","First-Line Supervisors of Helpers, Laborers, and Materia…","Rolling Machine Setters, Operators, and Tenders, Metal a…","Sawing Machine Setters, Operators, and Tenders, Wood","Semiconductor Processing Technicians","Separating, Filtering, Clarifying, Precipitating, and St…","Sewing Machine Operators","Shoe and Leather Workers and Repairers","Shoe Machine Operators and Tenders","Slaughterers and Meat Packers","Welders, Cutters, Solderers, and Brazers","Stationary Engineers and Boiler Operators","Stonemasons","Molders, Shapers, and Casters, Except Metal and Plastic","Structural Metal Fabricators and Fitters","First-Line Supervisors of Production and Operating Worke…","Sewers, Hand","Tailors, Dressmakers, and Custom Sewers","Team Assemblers","Textile Bleaching and Dyeing Machine Operators and Tende…","Textile Cutting Machine Setters, Operators, and Tenders","Textile Knitting and Weaving Machine Setters, Operators,…","Textile Winding, Twisting, and Drawing Out Machine Sette…","Timing Device Assemblers and Adjusters","Tire Builders","Tool and Die Makers","Tool Grinders, Filers, and Sharpeners","Upholsterers","Water and Wastewater Treatment Plant and System Operator…","Welders, Cutters, Solderers, and Brazers","Welders, Cutters, Solderers, and Brazers","Welding, Soldering, and Brazing Machine Setters, Operato…","Model Makers, Wood","Patternmakers, Wood","Woodworkers, All Other","Woodworking Machine Setters, Operators, and Tenders, Exc…","Assemblers and Fabricators, All Other","Molding, Coremaking, and Casting Machine Setters, Operat…","Metal Workers and Plastic Workers, All Other","Plant and System Operators, All Other","Computer Numerically Controlled Tool Operators","Computer Numerically Controlled Tool Programmers","Production Workers, All Other","Textile, Apparel, and Furnishings Workers, All Other","Air Crew Members","Air Crew Officers","Aircraft Launch and Recovery Specialists","Aircraft Launch and Recovery Officers","Armored Assault Vehicle Crew Members","Armored Assault Vehicle Officers","Artillery and Missile Crew Members","Artillery and Missile Officers","Command and Control Center Officers","Command and Control Center Specialists","Infantry","Infantry Officers","Engineering Technologists and Technicians, Except Drafte…","Special Forces","Special Forces Officers","First-Line Supervisors of Air Crew Members","First-Line Supervisors of All Other Tactical Operations …","First-Line Supervisors of Weapons Specialists/Crew Membe…","Military Enlisted Tactical Operations and Air/Weapons Sp…","Military Officer Special and Tactical Operations Leaders…","Bill and Account Collectors","Billing and Posting Clerks","Billing and Posting Clerks",null,"Statistical Assistants","Bookkeeping, Accounting, and Auditing Clerks","Brokerage Clerks","Cargo and Freight Agents","Financial Clerks, All Other","Communications Equipment Operators, All Other","Computer Occupations, All Other","Correspondence Clerks","Couriers and Messengers","Court, Municipal, and License Clerks","Court, Municipal, and License Clerks","Credit Authorizers, Checkers, and Clerks","Credit Authorizers, Checkers, and Clerks","Credit Authorizers, Checkers, and Clerks","Customer Service Representatives","Data Entry Keyers","Desktop Publishers","Dispatchers, Except Police, Fire, and Ambulance","Public Safety Telecommunicators","Eligibility Interviewers, Government Programs","Executive Secretaries and Executive Administrative Assis…","File Clerks","Cargo and Freight Agents","Gambling Cage Workers","Hotel, Motel, and Resort Desk Clerks","Human Resources Assistants, Except Payroll and Timekeepi…","Insurance Claims and Policy Processing Clerks","Insurance Claims and Policy Processing Clerks","Insurance Claims and Policy Processing Clerks",null,"Legal Secretaries and Administrative Assistants","Library Assistants, Clerical","Court, Municipal, and License Clerks","Loan Interviewers and Clerks","Mail Clerks and Mail Machine Operators, Except Postal Se…","Stockers and Order Fillers","Medical Secretaries and Administrative Assistants","Meter Readers, Utilities","Court, Municipal, and License Clerks","New Accounts Clerks","Office Clerks, General","Office Machine Operators, Except Computer","Order Clerks","Stockers and Order Fillers","Information and Record Clerks, All Other","Customer Service Representatives","Payroll and Timekeeping Clerks","Postal Service Clerks","Postal Service Mail Carriers","Postal Service Mail Sorters, Processors, and Processing …","Procurement Clerks","Production, Planning, and Expediting Clerks","Proofreaders and Copy Markers","Receptionists and Information Clerks","Weighers, Measurers, Checkers, and Samplers, Recordkeepi…","Reservation and Transportation Ticket Agents and Travel …","Secretaries and Administrative Assistants, Except Legal,…","Shipping, Receiving, and Inventory Clerks","Billing and Posting Clerks","Statistical Assistants","Stockers and Order Fillers","Stockers and Order Fillers","Stockers and Order Fillers","First-Line Supervisors of Office and Administrative Supp…","Switchboard Operators, Including Answering Service","Telephone Operators","Tellers","Word Processors and Typists","Office and Administrative Support Workers, All Other","Amusement and Recreation Attendants","Animal Trainers","Baggage Porters and Bellhops","Barbers","Childcare Workers","Concierges","Costume Attendants","Embalmers","Exercise Trainers and Group Fitness Instructors","Flight Attendants","Funeral Attendants","First-Line Supervisors of Gambling Services Workers","First-Line Supervisors of Gambling Services Workers","Gambling Dealers","Gambling and Sports Book Writers and Runners","Gambling Service Workers, All Other","Hairdressers, Hairstylists, and Cosmetologists","Locker Room, Coatroom, and Dressing Room Attendants","Makeup Artists, Theatrical and Performance","Manicurists and Pedicurists","Motion Picture Projectionists","Childcare Workers","Animal Caretakers","Personal Care Aides","Recreation Workers","Residential Advisors","Shampooers","Skincare Specialists","Personal Service Managers, All Other","First-Line Supervisors of Entertainment and Recreation W…","First-Line Supervisors of Personal Service Workers","First-Line Supervisors of Passenger Attendants","Tour Guides and Escorts","Passenger Attendants","Travel Guides","Ushers, Lobby Attendants, and Ticket Takers","Entertainment Attendants and Related Workers, All Other","Crematory Operators","Personal Care and Service Workers, All Other","Animal Control Workers","Bailiffs","Correctional Officers and Jailers","Detectives and Criminal Investigators","Crossing Guards and Flaggers","Detectives and Criminal Investigators","Firefighters","Fire Inspectors and Investigators","Fire Inspectors and Investigators","Fire Inspectors and Investigators","Fish and Game Wardens","Firefighters","First-Line Supervisors of Firefighting and Prevention Wo…","Forest Fire Inspectors and Prevention Specialists","Gambling Surveillance Officers and Gambling Investigator…","Police and Sheriff's Patrol Officers","Detectives and Criminal Investigators","Lifeguards, Ski Patrol, and Other Recreational Protectiv…","Protective Service Workers, All Other","Firefighters","First-Line Supervisors of Firefighting and Prevention Wo…","Parking Enforcement Workers","Police and Sheriff's Patrol Officers","Detectives and Criminal Investigators","Detectives and Criminal Investigators","Police and Sheriff's Patrol Officers","Private Detectives and Investigators","Security Guards","Police and Sheriff's Patrol Officers","First-Line Supervisors of Correctional Officers","First-Line Supervisors of Firefighting and Prevention Wo…","First-Line Supervisors of Police and Detectives","Transit and Railroad Police","Transportation Security Screeners","School Bus Monitors","Protective Service Workers, All Other","First-Line Supervisors of Security Workers","First-Line Supervisors of Protective Service Workers, Al…","Advertising Sales Agents","Cashiers","Door-to-Door Sales Workers, News and Street Vendors, and…",null,"Counter and Rental Clerks",null,"Sales Representatives of Services, Except Advertising, I…","Securities, Commodities, and Financial Services Sales Ag…","Securities, Commodities, and Financial Services Sales Ag…","Gambling Change Persons and Booth Cashiers","Insurance Sales Agents","Models","Parts Salespersons","Demonstrators and Product Promoters","Real Estate Brokers","Real Estate Sales Agents","Retail Salespersons","Sales Engineers","Sales Representatives of Services, Except Advertising, I…","Sales Representatives, Wholesale and Manufacturing, Exce…","Securities, Commodities, and Financial Services Sales Ag…","Securities, Commodities, and Financial Services Sales Ag…","Sales Representatives, Wholesale and Manufacturing, Tech…",null,"First-Line Supervisors of Retail Sales Workers","First-Line Supervisors of Non-Retail Sales Workers","Telemarketers","Travel Agents","Sales Representatives, Wholesale and Manufacturing, Tech…","Sales and Related Workers, All Other","Air Traffic Controllers","Aircraft Cargo Handling Supervisors","Airfield Operations Specialists","Airline Pilots, Copilots, and Flight Engineers","Ambulance Drivers and Attendants, Except Emergency Medic…","Transportation Inspectors","Bridge and Lock Tenders","Bus Drivers, School","Shuttle Drivers and Chauffeurs","Bus Drivers, Transit and Intercity","Captains, Mates, and Pilots of Water Vessels","Captains, Mates, and Pilots of Water Vessels","Cleaners of Vehicles and Equipment","Commercial Pilots","Conveyor Operators and Tenders","Crane and Tower Operators","Dredge Operators","Driver/Sales Workers","Excavating and Loading Machine and Dragline Operators, S…","Material Moving Workers, All Other","Loading and Moving Machine Operators, Underground Mining","Transportation Inspectors","Gas Compressor and Gas Pumping Station Operators","Hoist and Winch Operators","Industrial Truck and Tractor Operators","First-Line Supervisors of Helpers, Laborers, and Materia…","Laborers and Freight, Stock, and Material Movers, Hand","Locomotive Engineers","Railroad Brake, Signal, and Switch Operators and Locomot…","Machine Feeders and Offbearers","Captains, Mates, and Pilots of Water Vessels","Motorboat Operators","Packers and Packagers, Hand","Parking Attendants","Captains, Mates, and Pilots of Water Vessels","Pump Operators, Except Wellhead Pumpers","Rail Yard Engineers, Dinkey Operators, and Hostlers","Railroad Brake, Signal, and Switch Operators and Locomot…","Railroad Conductors and Yardmasters","Rail Transportation Workers, All Other",null,"Refuse and Recyclable Material Collectors","Sailors and Marine Oilers","Automotive and Watercraft Service Attendants","Ship Engineers","Loading and Moving Machine Operators, Underground Mining","Subway and Streetcar Operators","First-Line Supervisors of Material-Moving Machine and Ve…","First-Line Supervisors of Passenger Attendants","First-Line Supervisors of Transportation Workers, All Ot…","Tank Car, Truck, and Ship Loaders","Shuttle Drivers and Chauffeurs","Taxi Drivers","Traffic Technicians","Transportation Inspectors","Transportation Inspectors","Heavy and Tractor-Trailer Truck Drivers","Light Truck Drivers","Wellhead Pumpers","Material Moving Workers, All Other","Motor Vehicle Operators, All Other","Aircraft Service Attendants","Transportation Workers, All Other"],[187,198,198,187,199,235,183,228,228,779,193,175,185,183,188,165,193,187,195,183,185,195,185,185,194,185,194,777,777,256,194,186,186,186,186,186,null,188,189,183,null,187,187,187,197,228,195,188,185,186,186,235,187,187,184,37,183,194,183,185,194,194,228,453,486,449,455,486,448,485,486,453,486,23,null,34,254,254,254,254,23,40,40,40,40,40,40,40,40,40,40,40,40,40,40,316,40,23,40,40,40,40,40,40,40,40,40,40,24,24,40,40,40,40,40,40,40,40,26,40,40,40,40,40,40,40,40,40,40,40,40,40,40,274,176,163,163,163,177,134,105,410,230,174,174,174,174,230,230,163,177,174,66,67,40,2,64,64,229,64,64,64,64,64,64,64,64,202,2,2,202,202,202,235,40,40,2,40,40,235,68,2,40,40,59,67,40,185,2,40,40,64,64,64,64,64,643,567,567,567,566,588,35,869,614,573,598,598,575,543,615,599,599,599,589,600,564,569,576,867,865,587,865,599,593,593,563,563,563,563,616,616,616,616,616,583,583,594,777,585,585,585,585,825,597,869,595,708,869,869,453,653,19,235,235,597,613,869,235,599,779,600,600,617,614,138,159,165,40,165,156,230,290,2,40,155,164,235,156,235,136,153,153,153,137,113,114,135,115,153,129,153,119,139,127,143,113,144,136,153,134,123,149,145,153,128,133,154,147,116,124,118,138,126,146,125,153,155,157,159,null,158,158,158,158,158,387,387,387,290,156,157,159,159,159,159,44,44,54,43,217,217,217,59,235,83,83,63,48,53,235,64,217,213,213,213,213,213,217,217,217,55,235,235,55,59,59,235,416,59,235,40,59,59,235,235,56,59,40,59,40,235,218,58,58,58,45,217,57,235,235,59,59,46,59,235,235,40,49,47,59,235,59,40,59,235,59,218,218,63,59,59,59,59,59,216,216,779,489,473,496,27,473,473,479,479,498,495,488,499,496,727,484,476,19,19,477,494,863,76,498,495,474,496,434,434,433,437,438,436,404,436,437,444,439,443,439,444,433,435,444,444,444,89,95,95,83,83,40,40,83,208,89,95,208,83,445,204,85,85,83,89,83,97,40,106,106,203,84,40,40,235,467,40,290,207,40,40,203,203,40,40,40,205,205,40,447,84,83,84,40,40,40,447,40,290,290,83,40,235,99,290,290,235,83,40,87,84,83,83,40,84,83,96,290,235,84,103,290,446,106,106,88,84,84,290,235,84,40,206,206,83,40,95,98,235,104,290,84,84,84,84,40,83,86,40,208,89,89,89,89,89,208,208,446,84,84,84,84,84,84,84,84,105,105,105,105,515,505,505,505,505,505,235,547,507,535,547,599,538,539,533,523,523,523,523,533,533,547,517,235,534,534,864,526,547,518,536,519,549,547,509,547,547,544,516,547,547,535,547,523,547,235,547,534,849,547,547,503,529,529,547,535,235,549,40,40,40,179,40,178,234,40,40,40,235,235,235,235,78,169,169,null,69,74,78,78,223,78,78,224,73,290,76,79,166,76,76,235,76,78,77,235,235,79,83,75,235,235,235,235,75,169,76,76,40,76,83,78,78,83,235,235,235,79,69,169,235,null,167,167,167,167,167,167,167,167,null,167,40,40,40,235,290,168,79,79,169,814,173,78,78,78,235,235,68,76,235,169,19,19,13,19,19,2,2,2,4,40,40,2,2,2,2,2,2,2,14,14,14,14,2,2,7,7,2,2,18,18,2,19,2,2,2,2,2,2,3,2,2,2,13,15,701,2,2,2,17,16,13,13,13,9,2,2,2,6,2,2,2,27,2,843,7,79,2,2,19,19,19,19,684,687,706,235,699,679,686,657,753,779,699,764,759,738,779,534,768,786,769,769,678,708,683,683,549,649,755,755,755,676,715,763,688,688,688,713,719,766,658,699,647,715,709,709,724,873,235,689,647,647,734,704,748,646,637,686,678,655,766,235,705,756,656,675,675,779,695,714,208,208,754,759,759,779,673,699,774,723,795,719,695,695,647,747,747,734,875,875,707,727,683,757,744,669,745,686,784,696,715,715,597,633,667,667,785,749,749,749,749,693,795,634,644,668,694,783,783,784,659,659,659,733,785,779,655,699,684,684,684,674,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,378,339,343,344,223,337,389,364,389,353,308,326,357,389,389,376,376,376,376,385,308,359,359,377,313,335,364,276,317,328,375,375,375,316,234,329,376,376,356,343,313,366,336,316,379,347,327,374,323,313,338,354,355,354,29,363,384,319,368,318,313,364,323,386,365,365,365,303,353,348,383,315,389,459,487,466,457,406,317,459,469,446,465,469,276,276,276,276,276,458,469,469,469,773,406,487,467,459,469,469,469,19,456,456,456,463,465,463,464,459,469,469,427,423,424,418,425,418,417,416,416,417,423,417,413,416,426,418,418,427,426,417,413,427,418,418,418,418,426,426,423,415,413,414,418,427,427,427,6,6,256,276,null,278,275,277,274,255,255,276,253,283,269,283,254,254,257,258,285,259,255,255,274,277,243,243,277,274,285,274,227,307,227,226,446,689,834,808,808,808,828,828,887,226,859,849,777,806,853,853,853,689,885,848,856,883,883,824,824,878,828,814,888,813,828,779,826,826,826,826,863,875,829,885,833,814,826,843,843,843,883,809,809,235,689,689,804,804,859,859,803,800,800],["Actors and Directors","Announcers","Announcers","Actors and Directors","Athletes","Technicians, n.e.c.","Authors","Broadcast Equipment Operators","Broadcast Equipment Operators","Machine Operators, Not Specified","Dancers","Recreation Workers","Designers","Authors","Painters, Sculptors, Craft-Artists, and Artist Printmake…","Archivists and Curators","Dancers","Actors and Directors","Editors and Reporters","Authors","Designers","Editors and Reporters","Designers","Designers","Artists, Performers, and Related Workers, n.e.c.","Designers","Artists, Performers, and Related Workers, n.e.c.","Miscellaneous and Not Specified Machine Operators, n.e.c…","Miscellaneous and Not Specified Machine Operators, n.e.c…","Advertising and Related Sales Occupations","Artists, Performers, and Related Workers, n.e.c.","Musicians and Composers","Musicians and Composers","Musicians and Composers","Musicians and Composers","Musicians and Composers",null,"Painters, Sculptors, Craft-Artists, and Artist Printmake…","Photographers","Authors",null,"Actors and Directors","Actors and Directors","Actors and Directors","Public Relations Specialists","Broadcast Equipment Operators","Editors and Reporters","Painters, Sculptors, Craft-Artists, and Artist Printmake…","Designers","Musicians and Composers","Musicians and Composers","Technicians, n.e.c.","Actors and Directors","Actors and Directors","Technical Writers","Management Related Occupations, n.e.c.","Authors","Artists, Performers, and Related Workers, n.e.c.","Authors","Designers","Artists, Performers, and Related Workers, n.e.c.","Artists, Performers, and Related Workers, n.e.c.","Broadcast Equipment Operators","Janitors and Cleaners","Groundskeepers and Gardeners, Except Farm","Maids and Housemen","Pest Control Occupations","Groundskeepers and Gardeners, Except Farm","Supervisors, Cleaning and Building Service Workers","Supervisors, Related Agricultural Occupations","Groundskeepers and Gardeners, Except Farm","Janitors and Cleaners","Groundskeepers and Gardeners, Except Farm","Accountants and Auditors",null,"Business and Promotion Agents","Real Estate Sales Occupations","Real Estate Sales Occupations","Real Estate Sales Occupations","Real Estate Sales Occupations","Accountants and Auditors","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Interviewers","Professional Specialty Occupations","Accountants and Auditors","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Underwriters","Underwriters","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Management Analysts","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Sales Workers, Other Commodities","Clergy","Counselors, Educational and Vocational","Counselors, Educational and Vocational","Counselors, Educational and Vocational","Religious Workers, n.e.c.","Health Specialties Teachers","Therapists, n.e.c.","Protective Service Occupations","Service Occupations, Except Protective and Household ","Social Workers","Social Workers","Social Workers","Social Workers","Service Occupations, Except Protective and Household ","Service Occupations, Except Protective and Household ","Counselors, Educational and Vocational","Religious Workers, n.e.c.","Social Workers","Actuaries","Statisticians","Professional Specialty Occupations","Executive, Administrative, and Managerial Occupations","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Programmers","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Technicians and Related Support Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Technicians and Related Support Occupations","Technicians and Related Support Occupations","Technicians and Related Support Occupations","Technicians","Professional Specialty Occupations","Professional Specialty Occupations","Executive, Administrative, and Managerial Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Technicians","Mathematical Scientists, n.e.c.","Executive, Administrative, and Managerial Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Engineers","Statisticians","Professional Specialty Occupations","Designers","Executive, Administrative, and Managerial Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Computer Systems Analysts and Scientists","Boilermakers","Carpenters, Except Apprentices","Carpenters, Except Apprentices","Carpenters, Except Apprentices","Carpet Installers","Concrete and Terrazzo Finishers","Construction Inspectors","Construction Laborers","Drillers, Oil Well","Drywall Installers","Drillers, Earth","Drillers, Earth","Electricians, Except Apprentices","Elevator Installers and Repairers","Explosives Workers","Construction Trades, n.e.c.","Construction Trades, n.e.c.","Construction Trades, n.e.c.","Glaziers","Extractive Occupations","Brickmasons and Stonemasons Apprentices","Carpenter Apprentices","Electrician Apprentices","Helpers, Extractive Occupations","Helpers, Construction Trades","Plumber, Pipefitter, and Steamfitter Apprentices","Helpers, Construction Trades","Construction Trades, n.e.c.","Insulation Workers","Insulation Workers","Brickmasons and Stonemasons, Except Apprentices","Brickmasons and Stonemasons, Except Apprentices","Brickmasons and Stonemasons, Except Apprentices","Brickmasons and Stonemasons, Except Apprentices","Mining Machine Operators","Mining Machine Operators","Mining Machine Operators","Mining Machine Operators","Mining Machine Operators","Paperhangers","Paperhangers","Paving, Surfacing, and Tamping Equipment Operators","Miscellaneous and Not Specified Machine Operators, n.e.c…","Plumbers, Pipefitters, and Steamfitters, Except Apprenti…","Plumbers, Pipefitters, and Steamfitters, Except Apprenti…","Plumbers, Pipefitters, and Steamfitters, Except Apprenti…","Plumbers, Pipefitters, and Steamfitters, Except Apprenti…","Railroad Brake, Signal, and Switch Operators","Structural Metal Workers","Construction Laborers","Roofers","Drilling and Boring Machine Operators","Construction Laborers","Construction Laborers","Janitors and Cleaners","Sheet Metal Workers, Except Apprentices","Managers and Administrators, n.e.c.","Technicians, n.e.c.","Technicians, n.e.c.","Structural Metal Workers","Supervisors, Extractive Occupations","Construction Laborers","Technicians, n.e.c.","Construction Trades, n.e.c.","Machine Operators, Not Specified","Extractive Occupations","Extraction Apprentice","Mining Occupations, n.e.c.","Drillers, Oil Well","Physical Education Teachers","Teachers, n.e.c.","Archivists and Curators","Professional Specialty Occupations","Archivists and Curators","Teachers, Elementary School","Service Occupations, Except Protective and Household ","Administrative Support Occupations, Including Clerical ","Executive, Administrative, and Managerial Occupations","Professional Specialty Occupations","Teachers, Prekindergarten and Kindergarten","Librarians","Technicians","Teachers, Elementary School","Technicians","Agriculture and Forestry Teachers","Teachers, Postsecondary, n.e.c.","Teachers, Postsecondary, n.e.c.","Teachers, Postsecondary, n.e.c.","Art, Drama, and Music Teachers","Earth, Environmental, and Marine Science Teachers","Biological Science Teachers","Business, Commerce, and Marketing Teachers","Chemistry Teachers","Teachers, Postsecondary, n.e.c.","Computer Science Teachers","Teachers, Postsecondary, n.e.c.","Economics Teachers","Education Teachers","Engineering Teachers","English Teachers","Earth, Environmental, and Marine Science Teachers","Foreign Language Teachers","Agriculture and Forestry Teachers","Teachers, Postsecondary, n.e.c.","Health Specialties Teachers","History Teachers","Home Economics Teachers","Law Teachers","Teachers, Postsecondary, n.e.c.","Mathematical Science Teachers","Medical Science Teachers","Postsecondary Teachers, Subject Not Specified","Theology Teachers","Physics Teachers","Political Science Teachers","Psychology Teachers","Physical Education Teachers","Social Science Teachers, n.e.c.","Social Work Teachers","Sociology Teachers","Teachers, Postsecondary, n.e.c.","Teachers, Prekindergarten and Kindergarten","Teachers, Secondary School","Teachers, n.e.c.",null,"Teachers, Special Education","Teachers, Special Education","Teachers, Special Education","Teachers, Special Education","Teachers, Special Education","Teachers' Aides","Teachers' Aides","Teachers' Aides","Administrative Support Occupations, Including Clerical ","Teachers, Elementary School","Teachers, Secondary School","Teachers, n.e.c.","Teachers, n.e.c.","Teachers, n.e.c.","Teachers, n.e.c.","Aerospace Engineers","Aerospace Engineers","Agricultural Engineers","Architects","Drafting Occupations","Drafting Occupations","Drafting Occupations","Engineers","Technicians","Medical Scientists","Medical Scientists","Surveyors and Mapping Scientists","Chemical Engineers","Civil Engineers","Technicians","Computer Systems Analysts and Scientists","Drafting Occupations","Electrical and Electronic Technicians","Electrical and Electronic Technicians","Electrical and Electronic Technicians","Electrical and Electronic Technicians","Electrical and Electronic Technicians","Drafting Occupations","Drafting Occupations","Drafting Occupations","Electrical and Electronic Engineers","Technicians","Technicians","Electrical and Electronic Engineers","Engineers","Engineers","Technicians","Fire Inspection and Fire Prevention Occupations","Engineers","Technicians","Professional Specialty Occupations","Engineers","Engineers","Technicians","Technicians","Industrial Engineers","Engineers","Professional Specialty Occupations","Engineers","Professional Specialty Occupations","Technicians","Surveying and Mapping Technicians","Marine and Naval Architects","Marine and Naval Architects","Marine and Naval Architects","Metallurgical and Materials Engineers","Drafting Occupations","Mechanical Engineers","Technicians","Technicians","Engineers","Engineers","Mining Engineers","Engineers","Technicians","Technicians","Professional Specialty Occupations","Nuclear Engineers","Petroleum Engineers","Engineers","Technicians","Engineers","Professional Specialty Occupations","Engineers","Technicians","Engineers","Surveying and Mapping Technicians","Surveying and Mapping Technicians","Surveyors and Mapping Scientists","Engineers","Engineers","Engineers","Engineers","Engineers, n.e.c.","Engineering Technicians, n.e.c.","Engineering Technicians, n.e.c.","Machine Operators, Not Specified","Inspectors, Agricultural Products","Farmers, Except Horticultural","Timber Cutting and Logging Occupations","Personnel, Training, and Labor Relations Specialists","Farmers, Except Horticultural","Farmers, Except Horticultural","Farm Workers","Farm Workers","Fishers","Forestry Workers, Except Logging","Graders and Sorters, Agricultural Products","Hunters and Trappers","Timber Cutting and Logging Occupations","Sawing Machine Operators","Nursery Workers","Managers, Horticultural Specialty Farms","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Supervisors, Farm Workers","Supervisors, Forestry and Logging Workers","Supervisors, Handlers, Equipment Cleaners, and Laborers,…","Physical Scientists, n.e.c.","Fishers","Forestry Workers, Except Logging","Horticultural Specialty Farmers","Timber Cutting and Logging Occupations","Food Counter, Fountain and Related Occupations","Bartenders","Supervisors, Food Preparation and Service Occupations","Short-Order Cooks","Cooks, Except Short Order","Cooks, Except Short Order","Cooks, Private Household","Cooks, Except Short Order","Short-Order Cooks","Miscellaneous Food Preparation Occupations","Kitchen Workers, Food Preparation","Waiters'/Waitresses' Assistants","Kitchen Workers, Food Preparation","Miscellaneous Food Preparation Occupations","Supervisors, Food Preparation and Service Occupations","Waiters and Waitresses","Miscellaneous Food Preparation Occupations","Miscellaneous Food Preparation Occupations","Miscellaneous Food Preparation Occupations","Health Diagnosing Practitioners, n.e.c.","Registered Nurses","Registered Nurses","Physicians","Physicians","Professional Specialty Occupations","Professional Specialty Occupations","Speech Therapists","Health Technologists and Technicians, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Registered Nurses","Health Technologists and Technicians, n.e.c.","Medical Scientists","Dental Assistants","Dental Hygienists","Dentists","Dentists","Physicians","Health Diagnosing Practitioners, n.e.c.","Dietitians","Dietitians","Professional Specialty Occupations","Physicians' Assistants","Physicians' Assistants","Clinical Laboratory Technologists and Technicians","Physicians","Professional Specialty Occupations","Professional Specialty Occupations","Technicians","Home Care Aide for the Elderly","Professional Specialty Occupations","Administrative Support Occupations, Including Clerical ","Licensed Practical Nurses","Professional Specialty Occupations","Professional Specialty Occupations","Clinical Laboratory Technologists and Technicians","Clinical Laboratory Technologists and Technicians","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Health Record Technologists and Technicians","Health Record Technologists and Technicians","Professional Specialty Occupations","Nursing Aides, Orderlies and Attendants","Physicians","Physicians","Physicians","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Nursing Aides, Orderlies and Attendants","Professional Specialty Occupations","Administrative Support Occupations, Including Clerical ","Administrative Support Occupations, Including Clerical ","Physicians","Professional Specialty Occupations","Technicians","Occupational Therapists","Administrative Support Occupations, Including Clerical ","Administrative Support Occupations, Including Clerical ","Technicians","Optometrists","Professional Specialty Occupations","Optometrists","Physicians","Dentists","Optometrists","Professional Specialty Occupations","Physicians","Physicians","Pharmacists","Administrative Support Occupations, Including Clerical ","Technicians","Physicians","Physical Therapists","Administrative Support Occupations, Including Clerical ","Health Aids, Except Nursing","Physicians' Assistants","Physicians' Assistants","Podiatrists","Physicians","Physicians","Administrative Support Occupations, Including Clerical ","Technicians","Physicians","Professional Specialty Occupations","Radiologic Technicians","Radiologic Technicians","Physicians","Professional Specialty Occupations","Registered Nurses","Inhalation Therapists","Technicians","Speech Therapists","Administrative Support Occupations, Including Clerical ","Physicians","Physicians","Physicians","Physicians","Professional Specialty Occupations","Physicians","Veterinarians","Professional Specialty Occupations","Health Technologists and Technicians, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Health Diagnosing Practitioners, n.e.c.","Health Technologists and Technicians, n.e.c.","Health Technologists and Technicians, n.e.c.","Health Aids, Except Nursing","Physicians","Physicians","Physicians","Physicians","Physicians","Physicians","Physicians","Physicians","Therapists, n.e.c.","Therapists, n.e.c.","Therapists, n.e.c.","Therapists, n.e.c.","Aircraft Mechanics, Excluding Engine","Automobile Mechanics, Except Apprentices","Automobile Mechanics, Except Apprentices","Automobile Mechanics, Except Apprentices","Automobile Mechanics, Except Apprentices","Automobile Mechanics, Except Apprentices","Technicians, n.e.c.","Specified Mechanics and Repairers, n.e.c.","Bus, Truck, and Stationary Engine Mechanics","Camera, Watch, and Musical Instrument Repairers","Specified Mechanics and Repairers, n.e.c.","Construction Trades, n.e.c.","Office Machine Repairers","Mechanical Controls and Valve Repairers","Miscellaneous Electrical and Electronic Equipment Repair…","Electronic Repairers, Communications and Industrial Equi…","Electronic Repairers, Communications and Industrial Equi…","Electronic Repairers, Communications and Industrial Equi…","Electronic Repairers, Communications and Industrial Equi…","Miscellaneous Electrical and Electronic Equipment Repair…","Miscellaneous Electrical and Electronic Equipment Repair…","Specified Mechanics and Repairers, n.e.c.","Farm Equipment Mechanics","Technicians","Miscellaneous Electrical and Electronic Equipment Repair…","Miscellaneous Electrical and Electronic Equipment Repair…","Helpers, Mechanics and Repairers","Household Appliance and Power Tool Repairers","Specified Mechanics and Repairers, n.e.c.","Industrial Machinery Repairers","Locksmiths and Safe Repairers","Machinery Maintenance Occupations","Not Specified Mechanics and Repairers","Specified Mechanics and Repairers, n.e.c.","Small Engine Repairers","Specified Mechanics and Repairers, n.e.c.","Specified Mechanics and Repairers, n.e.c.","Millwrights","Heavy Equipment Mechanics","Specified Mechanics and Repairers, n.e.c.","Specified Mechanics and Repairers, n.e.c.","Camera, Watch, and Musical Instrument Repairers","Specified Mechanics and Repairers, n.e.c.","Electronic Repairers, Communications and Industrial Equi…","Specified Mechanics and Repairers, n.e.c.","Technicians","Specified Mechanics and Repairers, n.e.c.","Heating, Air Conditioning, and Refrigeration Mechanic an…","Crane and Tower Operators","Specified Mechanics and Repairers, n.e.c.","Specified Mechanics and Repairers, n.e.c.","Supervisors, Mechanics and Repairers","Telephone Installers and Repairers","Telephone Installers and Repairers","Specified Mechanics and Repairers, n.e.c.","Camera, Watch, and Musical Instrument Repairers","Technicians","Not Specified Mechanics and Repairers","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Judges","Professional Specialty Occupations","Lawyers","Legal Assistants","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Technicians","Technicians","Technicians","Technicians","Biological and Life Scientists","Social Scientists","Social Scientists",null,"Physicists and Astronomers","Atmospheric and Space Scientists","Biological and Life Scientists","Biological and Life Scientists","Biological Technicians","Biological and Life Scientists","Biological and Life Scientists","Chemical Technicians","Chemists","Administrative Support Occupations, Including Clerical ","Physical Scientists, n.e.c.","Forestry and Conservation Scientists","Economists","Physical Scientists, n.e.c.","Physical Scientists, n.e.c.","Technicians","Physical Scientists, n.e.c.","Biological and Life Scientists","Agricultural and Food Scientists","Technicians","Technicians","Forestry and Conservation Scientists","Medical Scientists","Geologists and Geodesists","Technicians","Technicians","Technicians","Technicians","Geologists and Geodesists","Social Scientists","Physical Scientists, n.e.c.","Physical Scientists, n.e.c.","Professional Specialty Occupations","Physical Scientists, n.e.c.","Medical Scientists","Biological and Life Scientists","Biological and Life Scientists","Medical Scientists","Technicians","Technicians","Technicians","Forestry and Conservation Scientists","Physicists and Astronomers","Social Scientists","Technicians",null,"Psychologists","Psychologists","Psychologists","Psychologists","Psychologists","Psychologists","Psychologists","Psychologists",null,"Psychologists","Professional Specialty Occupations","Professional Specialty Occupations","Professional Specialty Occupations","Technicians","Administrative Support Occupations, Including Clerical ","Sociologists","Forestry and Conservation Scientists","Forestry and Conservation Scientists","Social Scientists","Motor Transportation Occupations","Urban Planners","Biological and Life Scientists","Biological and Life Scientists","Biological and Life Scientists","Technicians","Technicians","Mathematical Scientists, n.e.c.","Physical Scientists, n.e.c.","Technicians","Social Scientists","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Managers, Marketing, Advertising, and Public Relations","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Chief Executives and General Administrators, Public Admi…","Professional Specialty Occupations","Professional Specialty Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Administrators, Education and Related Fields","Administrators, Education and Related Fields","Administrators, Education and Related Fields","Administrators, Education and Related Fields","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Financial Managers","Financial Managers","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Funeral Directors","Funeral Directors","Executive, Administrative, and Managerial Occupations","Managers and Administrators, n.e.c.","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Legislators","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Managers, Marketing, Advertising, and Public Relations","Managers, Medicine and Health","Machine Operators, Assemblers, and Inspectors ","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Postmasters and Mail Superintendents","Managers, Properties and Real Estate","Managers, Marketing, Advertising, and Public Relations","Managers, Marketing, Advertising, and Public Relations","Managers, Marketing, Advertising, and Public Relations","Purchasing Managers","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Administrators, Protective Service","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Personnel, Training, and Labor Relations Specialists","Executive, Administrative, and Managerial Occupations","Supervisors, Material Moving Equipment Operators","Financial Managers","Forestry and Conservation Scientists","Executive, Administrative, and Managerial Occupations","Executive, Administrative, and Managerial Occupations","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Managers and Administrators, n.e.c.","Miscellaneous Precision Workers, n.e.c.","Bakers","Punching and Stamping Press Machine Operators","Technicians, n.e.c.","Miscellaneous Plant and System Operators","Bookbinders","Butchers and Meat Cutters","Cabinet Makers and Bench Carpenters","Cementing and Gluing Machine Operators","Machine Operators, Not Specified","Miscellaneous Plant and System Operators","Washing, Cleaning, and Pickling Machine Operators","Painting and Paint Spraying Machine Operators","Winding and Twisting Machine Operators","Machine Operators, Not Specified","Heating, Air Conditioning, and Refrigeration Mechanics","Crushing and Grinding Machine Operators","Hand Cutting and Trimming Occupations","Slicing and Cutting Machine Operators","Slicing and Cutting Machine Operators","Dental Laboratory and Medical Appliance Technicians","Drilling and Boring Machine Operators","Electrical and Electronic Equipment Assemblers","Electrical and Electronic Equipment Assemblers","Not Specified Mechanics and Repairers","Engravers, Metal","Extruding and Forming Machine Operators","Extruding and Forming Machine Operators","Extruding and Forming Machine Operators","Patternmakers, Lay-Out Workers, and Cutters","Miscellaneous Metal, Plastic, Stone, and Glass Working M…","Roasting and Baking Machine Operators, Food","Food Batchmakers","Food Batchmakers","Food Batchmakers","Forging Machine Operators","Molding and Casting Machine Operators","Furnace, Kiln, and Oven Operators, Except Food","Furniture and Wood Finishers","Miscellaneous Plant and System Operators","Precious Stones and Metals Workers","Miscellaneous Metal, Plastic, Stone, and Glass Working M…","Grinding, Abrading, Buffing, and Polishing Machine Opera…","Grinding, Abrading, Buffing, and Polishing Machine Opera…","Heat Treating Equipment Operators","Production Helpers","Technicians, n.e.c.","Inspectors, Testers, and Graders","Precious Stones and Metals Workers","Precious Stones and Metals Workers","Printing Machine Operators","Lathe and Turning Machine Operators","Laundering and Dry Cleaning Machine Operators","Lay-Out Workers","Machinists, Except Apprentices","Butchers and Meat Cutters","Dental Laboratory and Medical Appliance Technicians","Miscellaneous Precision Metal Workers","Furnace, Kiln, and Oven Operators, Except Food","Technicians, n.e.c.","Milling and Planing Machine Operators","Mixing and Blending Machine Operators","Patternmakers and Model Makers, Wood","Hand Molders and Shapers, Except Jewelers","Hand Molders and Shapers, Except Jewelers","Machine Operators, Not Specified","Power Plant Operators","Numerical Control Machine Operators","Health Technologists and Technicians, n.e.c.","Health Technologists and Technicians, n.e.c.","Packaging and Filling Machine Operators","Painting and Paint Spraying Machine Operators","Painting and Paint Spraying Machine Operators","Machine Operators, Not Specified","Apparel and Fabric Patternmakers","Miscellaneous Plant and System Operators","Photographic Process Machine Operators","Metal Plating Machine Operators","Miscellaneous Hand Working Occupations","Molding and Casting Machine Operators","Power Plant Operators","Power Plant Operators","Precious Stones and Metals Workers","Pressing Machine Operators","Pressing Machine Operators","Printing Machine Operators","Garbage Collectors","Garbage Collectors","Rolling Machine Operators","Sawing Machine Operators","Electrical and Electronic Equipment Assemblers","Separating, Filtering, and Clarifying Machine Operators","Textile Sewing Machine Operators","Shoe Repairers","Shoe Machine Operators","Butchers and Meat Cutters","Solderers and Blazers","Stationary Engineers","Miscellaneous Metal, Plastic, Stone, and Glass Working M…","Miscellaneous Metal, Plastic, Stone, and Glass Working M…","Structural Metal Workers","Supervisors, Production Occupations","Tailors","Tailors","Assemblers","Miscellaneous Textile Machine Operators","Miscellaneous Textile Machine Operators","Miscellaneous Textile Machine Operators","Miscellaneous Textile Machine Operators","Adjusters and Calibrators","Miscellaneous Hand Working Occupations","Tool and Die Makers, Except Apprentices","Precision Grinders, Fitters, and Tool Sharpeners","Upholsterers","Water and Sewage Treatment Plant Operators","Welders and Cutters","Welders and Cutters","Solderers and Blazers","Miscellaneous Precision Woodworkers","Miscellaneous Precision Woodworkers","Miscellaneous Precision Woodworkers","Miscellaneous Woodworking Machine Operators","Assemblers","Machine Operators, Not Specified","Miscellaneous Precision Metal Workers","Miscellaneous Plant and System Operators","Miscellaneous Precision Workers, n.e.c.","Miscellaneous Precision Workers, n.e.c.","Miscellaneous Precision Workers, n.e.c.","Miscellaneous Precision Apparel and Fabric Workers",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Bill and Account Collectors","Billing Clerks","Cost and Rate Clerks","Billing, Posting, and Calculating Machine Operators","Biological Technicians","Bookkeepers, Accounting and Auditing Clerks","Administrative Support Occupations, n.e.c.","Traffic, Shipping and Receiving Clerks","Administrative Support Occupations, n.e.c.","Communications Equipment Operators, n.e.c.","Computer Operators","Correspondence Clerks","Messengers","Administrative Support Occupations, n.e.c.","Administrative Support Occupations, n.e.c.","Investigators and Adjusters, Except Insurance","Investigators and Adjusters, Except Insurance","Investigators and Adjusters, Except Insurance","Investigators and Adjusters, Except Insurance","Data-Entry Keyers","Computer Operators","Dispatchers","Dispatchers","Eligibility Clerks, Social Welfare","Secretaries","File Clerks","Traffic, Shipping and Receiving Clerks","Cashiers","Hotel Clerks","Personnel Clerks, Except Payroll and Timekeeping","Insurance Adjusters, Examiners, and Investigators","Insurance Adjusters, Examiners, and Investigators","Insurance Adjusters, Examiners, and Investigators","Interviewers","Legal Assistants","Library Clerks","Investigators and Adjusters, Except Insurance","Investigators and Adjusters, Except Insurance","Mail Clerks, Excluding Postal Service","Cost and Rate Clerks","Secretaries","Meter Readers","Records Clerks","Interviewers","General Office Clerks","Office Machine Operators, n.e.c.","Order Clerks","Material Recording, Scheduling and Distributing Clerks, …","Information Clerks, n.e.c.","Secretaries","Payroll and Timekeeping Clerks","Postal Clerks, Excluding Mail Carriers","Mail Carriers, Postal Service","Postal Clerks, Excluding Mail Carriers","Buyers, Wholesale and Retail Trade Except Farm Products","Production Coordinators","Proofreaders","Receptionists","Weighers, Measurers, and Checkers","Transportation Ticket and Reservation Agents","Secretaries","Traffic, Shipping and Receiving Clerks","Information Clerks, n.e.c.","Statistical Clerks","Stock and Inventory Clerks","Stock and Inventory Clerks","Stock and Inventory Clerks","Supervisors, General Office","Communications Equipment Operators, n.e.c.","Telephone Operators","Bank Tellers","Typists","Administrative Support Occupations, n.e.c.","Attendants, Amusement and Recreation Facilities","Animal Caretakers, Except Farm","Baggage Porters and Bellhops","Barbers","Child Care Workers, Private Household","Hotel Clerks","Attendants, Amusement and Recreation Facilities","Personal Service Occupations, n.e.c.","Health Aids, Except Nursing","Public Transportation Attendants","Personal Service Occupations, n.e.c.","Cashiers","Cashiers","Cashiers","Cashiers","Cashiers","Hairdressers and Cosmetologists","Personal Service Occupations, n.e.c.","Personal Service Occupations, n.e.c.","Personal Service Occupations, n.e.c.","Motion Picture Projectionists","Child Care Workers, Private Household","Animal Caretakers, Except Farm","Home Care Aide for the Elderly","Attendants, Amusement and Recreation Facilities","Personal Service Occupations, n.e.c.","Personal Service Occupations, n.e.c.","Personal Service Occupations, n.e.c.","Managers and Administrators, n.e.c.","Supervisors, Personal Service Occupations","Supervisors, Personal Service Occupations","Supervisors, Personal Service Occupations","Guides","Public Transportation Attendants","Guides","Ushers","Attendants, Amusement and Recreation Facilities","Personal Service Occupations, n.e.c.","Personal Service Occupations, n.e.c.","Protective Service Occupations","Sheriffs, Bailiffs, and Other Law Enforcement Officers","Correctional Institution Officers","Police and Detectives, Public Service","Crossing Guards","Police and Detectives, Public Service","Firefighting Occupations","Fire Inspection and Fire Prevention Occupations","Fire Inspection and Fire Prevention Occupations","Firefighting Occupations","Sheriffs, Bailiffs, and Other Law Enforcement Officers","Firefighting Occupations","Supervisors, Firefighting and Fire Prevention Occupation…","Fire Inspection and Fire Prevention Occupations","Guards and Police, Excluding Public Service","Police and Detectives, Public Service","Police and Detectives, Public Service","Protective Service Occupations","Guards and Police, Excluding Public Service","Firefighting Occupations","Supervisors, Firefighting and Fire Prevention Occupation…","Protective Service Occupations","Police and Detectives, Public Service","Police and Detectives, Public Service","Police and Detectives, Public Service","Police and Detectives, Public Service","Guards and Police, Excluding Public Service","Guards and Police, Excluding Public Service","Sheriffs, Bailiffs, and Other Law Enforcement Officers","Supervisors, Guards","Supervisors, Firefighting and Fire Prevention Occupation…","Supervisors, Police and Detectives","Police and Detectives, Public Service","Protective Service Occupations","Protective Service Occupations","Protective Service Occupations","Administrators, Protective Service","Administrators, Protective Service","Advertising and Related Sales Occupations","Cashiers",null,"News Vendors","Sales Counter Clerks","Street and Door-To-Door Sales Workers","Sales Workers, Other Commodities","Securities and Financial Services Sales Occupations","Securities and Financial Services Sales Occupations","Cashiers","Insurance Sales Occupations","Demonstrators, Promoters and Models, Sales","Sales Workers, Parts","Demonstrators, Promoters and Models, Sales","Real Estate Sales Occupations","Real Estate Sales Occupations","Sales Occupations, Other Business Services","Sales Engineers","Sales Support Occupations, n.e.c.","Sales Representatives, Mining, Manufacturing, and Wholes…","Securities and Financial Services Sales Occupations","Securities and Financial Services Sales Occupations","Sales Workers, Other Commodities","Street and Door-To-Door Sales Workers","Supervisors and Proprietors, Sales Occupations","Supervisors and Proprietors, Sales Occupations","Street and Door-To-Door Sales Workers","Sales Workers, Other Commodities","Sales Support Occupations, n.e.c.","Sales Workers, Other Commodities","Air Traffic Controllers","Supervisors, Distribution, Scheduling, and Adjusting Cle…","Air Traffic Controllers","Airplane Pilots and Navigators","Health Aids, Except Nursing","Inspectors, Testers, and Graders","Bridge, Lock and Lighthouse Tenders","Bus Drivers","Bus Drivers","Bus Drivers","Ship Captains and Mates, Except Fishing Boats","Ship Captains and Mates, Except Fishing Boats","Vehicle Washers and Equipment Cleaners","Airplane Pilots and Navigators","Miscellaneous Material Moving Equipment Operators","Crane and Tower Operators","Miscellaneous and Not Specified Machine Operators, n.e.c…","Driver-Sales Workers","Excavating and Loading Machine Operators","Excavating and Loading Machine Operators","Excavating and Loading Machine Operators","Inspectors, Testers, and Graders","Garage and Service Station Related Occupations","Hoist and Winch Operators","Industrial Truck and Tractor Equipment Operators","Freight, Stock, and Material Handlers, n.e.c.","Freight, Stock, and Material Handlers, n.e.c.","Locomotive Operating Occupations","Locomotive Operating Occupations","Machine Feeders and Offbearers","Ship Captains and Mates, Except Fishing Boats","Motor Transportation Occupations, n.e.c.","Hand Packers and Packagers","Parking Lot Attendants","Ship Captains and Mates, Except Fishing Boats","Machine Operators, Not Specified","Rail Vehicle Operators, n.e.c.","Rail Vehicle Operators, n.e.c.","Rail Vehicle Operators, n.e.c.","Rail Vehicle Operators, n.e.c.","Supervisors, Handlers, Equipment Cleaners, and Laborers,…","Garbage Collectors","Sailors and Deckhands","Garage and Service Station Related Occupations","Marine Engineers","Motor Transportation Occupations, n.e.c.","Rail Vehicle Operators, n.e.c.","Supervisors, Material Moving Equipment Operators","Supervisors, Material Moving Equipment Operators","Supervisors, Material Moving Equipment Operators","Freight, Stock, and Material Handlers, n.e.c.","Taxicab Drivers and Chauffeurs","Taxicab Drivers and Chauffeurs","Technicians, n.e.c.","Inspectors, Testers, and Graders","Inspectors, Testers, and Graders","Truck Drivers","Truck Drivers","Miscellaneous Material Moving Equipment Operators","Miscellaneous Material Moving Equipment Operators","Supervisors, Motor Vehicle Operators","Transportation and Material Moving Occupations","Transportation and Material Moving 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coaches, umpires, and related workers","Broadcast and sound engineering technicians and radio operators","Writers and authors","News analysts, reporters and correspondents",null,"Television, video, and motion picture camera operators and editors",null,null,null,null,null,null,"Dancers and choreographers",null,"Editors",null,null,null,null,null,null,null,null,"Media and communication equipment workers, all other",null,null,null,"Musicians, singers, and related workers",null,null,null,null,null,null,"Photographers",null,null,"Producers and directors",null,null,"Public relations specialists",null,null,null,null,null,null,null,null,null,"Technical writers",null,null,"Artists and related workers",null,"Designers","Entertainers and performers, sports and related workers, all other",null,"Miscellaneous media and communication workers",null,null,"Maids and housekeeping cleaners","Pest control workers",null,"First-line supervisors of housekeeping and janitorial workers","First-line supervisors of landscaping, lawn service, and groundskeeping workers",null,"Janitors and building cleaners","Grounds maintenance workers",null,"Accountants and auditors","Agents and business managers of artists, performers, and athletes","Appraisers and assessors of real estate",null,null,null,null,"Budget analysts",null,"Business operations specialists, all other",null,"Claims adjusters, appraisers, examiners, and investigators",null,null,"Compensation, benefits, and job analysis specialists","Compliance officers",null,"Cost estimators","Credit analysts",null,"Emergency management directors","Interviewers, except eligibility and loan",null,null,null,null,"Financial analysts",null,"Financial examiners",null,null,null,"Human resources workers",null,"Insurance underwriters",null,null,null,"Credit counselors and loan officers",null,null,"Logisticians",null,null,"Management analysts","Meeting, convention, and event planners","Personal financial advisors",null,"Purchasing agents, except wholesale, retail, and farm products",null,null,null,null,"Tax examiners and collectors, and revenue agents","Tax preparers","Training and development specialists","Wholesale and retail buyers, except farm products","Financial specialists, all other",null,null,"Clergy",null,null,null,"Directors, religious activities and education",null,null,"Probation officers and correctional treatment specialists","Social and human service assistants",null,null,null,null,null,"Miscellaneous community and social service specialists, including health educators and community health workers","Counselors","Religious workers, all other","Social workers","Actuaries",null,null,null,"Computer and information research scientists","Computer systems analysts","Computer programmers","Information security analysts","Software developers, applications and systems software",null,null,null,null,"Computer support specialists",null,null,"Database administrators",null,null,null,null,null,null,null,null,"Miscellaneous mathematical science occupations",null,null,"Mathematicians","Network and computer systems administrators","Computer network architects","Operations research analysts",null,"Statisticians",null,null,null,"Web developers",null,"Computer occupations, all other",null,null,null,null,"Boilermakers","Carpenters",null,null,"Carpet, floor, and tile installers and finishers","Cement masons, concrete finishers, and terrazzo workers","Construction and building inspectors","Construction laborers","Derrick, rotary drill, and service unit operators, oil, gas, and mining","Drywall installers, ceiling tile installers, and tapers","Earth drillers, except oil and gas",null,"Electricians","Elevator installers and repairers","Explosives workers, ordnance handling experts, and blasters","Fence erectors",null,null,"Glaziers","Hazardous materials removal workers",null,null,null,"Helpers--extraction workers",null,null,null,"Highway maintenance workers","Insulation workers",null,"Brickmasons, blockmasons, and stonemasons",null,null,"Plasterers and stucco masons","Mining machine operators",null,null,null,"Roof bolters, mining","Painters, construction and maintenance","Paperhangers","Paving, surfacing, and tamping equipment operators","Pile-driver operators","Pipelayers, plumbers, pipefitters, and steamfitters",null,null,null,"Rail-track laying and maintenance equipment operators","Reinforcing iron and rebar workers",null,"Roofers",null,"Roustabouts, oil and gas","Miscellaneous construction and related workers","Septic tank servicers and sewer pipe cleaners","Sheet metal workers",null,"Solar photovoltaic installers",null,"Structural iron and steel workers","First-line supervisors of construction trades and extraction workers",null,null,null,"Operating engineers and other construction equipment operators","Other extraction workers","Helpers, construction trades",null,null,null,null,"Archivists, curators, and museum technicians",null,null,"Elementary and middle school teachers",null,null,null,null,null,"Librarians","Library technicians",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Postsecondary teachers",null,null,null,null,null,null,null,null,null,"Preschool and kindergarten teachers","Secondary school teachers",null,"Special education teachers",null,null,null,null,null,"Teacher assistants",null,null,null,null,null,"Other education, training, and library workers","Other teachers and instructors",null,null,"Aerospace engineers",null,"Agricultural engineers","Architects, except naval","Drafters",null,null,null,null,null,"Biomedical engineers",null,"Chemical engineers","Civil engineers",null,"Computer hardware engineers",null,null,null,null,null,null,null,null,null,"Electrical and electronics engineers",null,null,null,null,"Environmental engineers",null,null,null,null,null,null,null,null,null,"Industrial engineers, including health and safety",null,null,null,null,null,null,"Marine engineers and naval architects",null,null,"Materials engineers",null,"Mechanical engineers",null,null,null,null,"Mining and geological engineers, including mining safety engineers",null,null,null,null,"Nuclear engineers","Petroleum engineers",null,null,null,null,null,null,null,"Surveying and mapping technicians",null,"Surveyors, cartographers, and photogrammetrists",null,null,null,null,"Engineers, all other","Engineering technicians, except drafters",null,"Miscellaneous agricultural workers","Agricultural inspectors","Animal breeders","Logging workers",null,"Farmers, ranchers, and other agricultural managers","Buyers and purchasing agents, farm products",null,null,"Fishers and related fishing workers","Forest and conservation workers","Graders and sorters, agricultural products","Hunters and trappers",null,null,null,null,null,null,"First-line supervisors of farming, fishing, and forestry workers",null,null,null,null,null,null,null,null,"Bartenders","Chefs and head cooks",null,null,"Cooks",null,null,null,"Dishwashers","Food preparation workers","Food servers, nonrestaurant","Dining room and cafeteria attendants and bartender helpers","Hosts and hostesses, restaurant, lounge, and coffee shop","First-line supervisors of food preparation and serving workers","Waiters and waitresses","Combined food preparation and serving workers, including fast food","Counter attendants, cafeteria, food concession, and coffee shop","Food preparation and serving related workers, all other",null,null,null,null,null,null,null,"Audiologists",null,"Chiropractors",null,null,null,"Dental assistants","Dental hygienists","Dentists",null,null,"Diagnostic related technologists and technicians","Health practitioner support technologists and technicians","Dietitians and nutritionists",null,"Emergency medical technicians and paramedics",null,"Clinical laboratory technologists and technicians",null,null,null,null,"Nursing, psychiatric, and home health aides",null,null,"Licensed practical and licensed vocational nurses",null,"Massage therapists",null,null,"Medical assistants","Phlebotomists",null,"Medical records and health information technicians",null,"Medical transcriptionists",null,null,null,null,null,null,"Nurse anesthetists","Nurse midwives","Nurse practitioners",null,null,null,null,null,"Occupational therapists",null,"Occupational therapy assistants and aides",null,null,"Opticians, dispensing","Optometrists",null,null,null,null,null,null,"Pharmacists","Pharmacy aides",null,null,"Physical therapists",null,"Physical therapist assistants and aides","Physician assistants",null,"Podiatrists",null,null,null,null,null,"Radiation therapists",null,null,null,"Recreational therapists","Registered nurses","Respiratory therapists",null,"Speech-language pathologists",null,null,null,null,null,null,null,"Veterinarians","Veterinary assistants and laboratory animal caretakers",null,"Health diagnosing and treating practitioners, all other",null,"Other healthcare practitioners and technical occupations",null,null,"Miscellaneous health technologists and technicians",null,"Miscellaneous healthcare support occupations, including medical equipment preparers","Physicians and surgeons",null,null,null,null,null,null,null,null,null,"Exercise physiologists","Therapists, all other","Aircraft mechanics and service technicians","Automotive body and related repairers","Automotive glass installers and repairers","Automotive service technicians and mechanics",null,null,"Avionics technicians","Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers","Bus and truck mechanics and diesel engine specialists","Precision instrument and equipment repairers","Coin, vending, and amusement machine servicers and repairers","Commercial divers","Computer, automated teller, and office machine repairers",null,"Electric motor, power tool, and related repairers","Electrical and electronics installers and repairers, transportation equipment","Electrical and electronics repairers, industrial and utility",null,"Electronic equipment installers and repairers, motor vehicles","Electrical power-line installers and repairers","Telecommunications line installers and repairers",null,"Heavy vehicle and mobile equipment service technicians and mechanics",null,"Heating, air conditioning, and refrigeration mechanics and installers",null,"Helpers-installation, maintenance, and repair workers","Home appliance repairers","Electronic home entertainment equipment installers and repairers","Industrial and refractory machinery mechanics","Other installation, maintenance, and repair workers","Maintenance workers, machinery","Maintenance and repair workers, general","Manufactured building and mobile home installers",null,"Control and valve installers and repairers",null,"Millwrights",null,"Small engine mechanics",null,null,null,null,null,null,null,null,"Riggers","Security and fire alarm systems installers","Signal and track switch repairers","First-line supervisors of mechanics, installers, and repairers","Radio and telecommunications equipment installers and repairers",null,null,null,"Wind turbine service technicians",null,"Judges, magistrates, and other judicial workers",null,null,null,"Judicial law clerks","Lawyers","Paralegals and legal assistants",null,null,"Miscellaneous legal support workers","Agricultural and food science technicians",null,null,null,null,null,null,null,"Astronomers and physicists","Atmospheric and space scientists",null,null,"Biological technicians","Biological scientists",null,"Chemical technicians","Chemists and materials scientists",null,null,"Conservation scientists and foresters","Economists",null,null,null,"Environmental scientists and geoscientists",null,"Agricultural and food scientists",null,null,null,"Medical scientists",null,"Geological and petroleum technicians",null,null,null,null,null,null,null,"Market research analysts and marketing specialists",null,null,null,null,null,null,null,"Nuclear technicians",null,null,null,null,null,null,null,null,null,"Psychologists",null,null,null,null,null,null,null,null,null,"Social science research assistants","Sociologists",null,null,"Survey researchers",null,"Urban and regional planners",null,null,"Life scientists, all other","Miscellaneous life, physical, and social science technicians",null,null,"Physical scientists, all other",null,"Miscellaneous social scientists and related workers","Administrative services managers",null,"Advertising and promotions managers",null,null,null,null,null,"Chief executives",null,null,null,"Compensation and benefits managers",null,"Computer and information systems manager","Construction managers",null,null,null,"Education administrators",null,null,"Architectural and engineering managers",null,"Financial managers",null,null,"Food service managers","Funeral service managers","Morticians, undertakers, and funeral directors","Gaming managers","General and operations managers",null,null,"Human resources managers",null,"Industrial production managers",null,"Legislators","Lodging managers",null,null,"Marketing and sales managers","Medical and health services managers",null,"Natural sciences managers",null,null,"Postmasters and mail superintendents","Property, real estate, and community association managers","Public relations and fundraising managers",null,"Fundraisers","Purchasing managers",null,null,null,null,"Social and community service managers",null,null,null,null,"Transportation, storage, and distribution managers",null,null,null,null,"Managers, all other",null,null,null,"Aircraft structure, surfaces, rigging, and systems assemblers","Bakers",null,null,null,"Print binding and finishing workers","Butchers and other meat, poultry, and fish processing workers","Cabinetmakers and bench carpenters","Adhesive bonding machine operators and tenders","Chemical processing machine setters, operators, and tenders",null,"Cleaning, washing, and metal pickling equipment operators and tenders","Painting workers","Electrical, electronics, and electromechanical assemblers","Computer control programmers and operators","Cooling and freezing equipment operators and tenders","Crushing, grinding, polishing, mixing, and blending workers","Cutting workers","Cutting, punching, and press machine setters, operators, and tenders, metal and plastic",null,"Medical, dental, and ophthalmic laboratory technicians","Drilling and boring machine tool setters, operators, and tenders, metal and plastic",null,null,"Engine and other machine assemblers","Etchers and engravers","Extruding and drawing machine setters, operators, and tenders, metal and plastic","Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers","Extruding, forming, pressing, and compacting machine setters, operators, and tenders","Fabric and apparel patternmakers","Miscellaneous assemblers and fabricators","Food and tobacco roasting, baking, and drying machine operators and tenders","Food batchmakers","Food cooking machine operators and tenders","Food processing workers, all other","Forging machine setters, operators, and tenders, metal and plastic","Molders and molding machine setters, operators, and tenders, metal and plastic","Furnace, kiln, oven, drier, and kettle operators and tenders","Furniture finishers",null,null,null,null,"Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic","Heat treating equipment setters, operators, and tenders, metal and plastic","Helpers-production workers",null,"Inspectors, testers, sorters, samplers, and weighers","Jewelers and precious stone and metal workers",null,null,"Lathe and turning machine tool setters, operators, and tenders, metal and plastic","Laundry and dry-cleaning workers","Layout workers, metal and plastic","Machinists",null,null,null,"Metal furnace operators, tenders, pourers, and casters",null,"Milling and planing machine setters, operators, and tenders, metal and plastic",null,"Model makers and patternmakers, metal and plastic","Molders, shapers, and casters, except metal and plastic",null,"Multiple machine tool setters, operators, and tenders, metal and plastic","Power plant operators, distributors, and dispatchers",null,null,null,"Packaging and filling machine operators and tenders",null,null,"Paper goods machine setters, operators, and tenders",null,"Miscellaneous plant and system operators","Photographic process workers and processing machine operators","Plating and coating machine setters, operators, and tenders, metal and plastic",null,null,null,null,null,"Prepress technicians and workers","Pressers, textile, garment, and related materials","Printing press operators",null,null,"Rolling machine setters, operators, and tenders, metal and plastic","Sawing machine setters, operators, and tenders, wood","Semiconductor processors",null,"Sewing machine operators","Shoe and leather workers and repairers","Shoe machine operators and tenders",null,null,"Stationary engineers and boiler operators",null,null,"Structural metal fabricators and fitters","First-line supervisors of production and operating workers",null,"Tailors, dressmakers, and sewers",null,"Textile bleaching and dyeing machine operators and tenders","Textile cutting machine setters, operators, and tenders","Textile knitting and weaving machine setters, operators, and tenders","Textile winding, twisting, and drawing out machine setters, operators, and tenders",null,"Tire builders","Tool and die makers","Tool grinders, filers, and sharpeners","Upholsterers","Water and wastewater treatment plant and system operators","Welding, soldering, and brazing workers",null,null,"Model makers and patternmakers, wood",null,"Woodworkers, all other","Woodworking machine setters, operators, and tenders, except sawing",null,null,"Metal workers and plastic workers, all other",null,"Production workers, all other",null,null,"Textile, apparel, and furnishings workers, all other",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"First-line enlisted military supervisors",null,null,"Military enlisted tactical operations and air/weapons specialists and crew members","Military officer special and tactical operations leaders","Bill and account collectors","Billing and posting clerks",null,null,null,"Bookkeeping, accounting, and auditing clerks","Brokerage clerks","Cargo and freight agents","Financial clerks, all other","Communications equipment operators, all other","Computer operators","Correspondence clerks","Couriers and messengers","Court, municipal, and license clerks",null,"Credit authorizers, checkers, and clerks",null,null,"Customer service representatives","Data entry keyers","Desktop publishers",null,"Dispatchers","Eligibility interviewers, government programs","Secretaries and administrative assistants","File Clerks",null,"Gaming cage workers","Hotel, motel, and resort desk clerks","Human resources assistants, except payroll and timekeeping","Insurance claims and policy processing clerks",null,null,null,null,"Library assistants, clerical",null,"Loan interviewers and clerks","Mail clerks and mail machine operators, except postal service",null,null,"Meter readers, utilities",null,"New accounts clerks","Office clerks, general","Office machine operators, except computer","Order clerks","Stock clerks and order fillers","Information and record clerks, all other",null,"Payroll and timekeeping clerks","Postal service clerks","Postal service mail carriers","Postal service mail sorters, processors, and processing machine operators","Procurement clerks","Production, planning, and expediting clerks","Proofreaders and copy markers","Receptionists and information clerks","Weighers, measurers, checkers, and samplers, recordkeeping","Reservation and transportation ticket agents and travel clerks",null,"Shipping, receiving, and traffic clerks",null,"Statistical assistants",null,null,null,"First-line supervisors of office and administrative support workers","Switchboard operators, including answering service","Telephone operators","Tellers","Word processors and typists","Office and administrative support workers, all other","Miscellaneous entertainment attendants and related workers","Animal trainers","Baggage porters, bellhops, and concierges","Barbers","Childcare workers",null,null,"Embalmers and funeral attendants","Recreation and fitness workers","Flight attendants",null,"First-line supervisors of gaming workers",null,null,null,"Gaming services workers","Hairdressers, hairstylists, and cosmetologists",null,null,"Miscellaneous personal appearance workers","Motion picture projectionists",null,"Nonfarm animal caretakers","Personal care aides",null,"Residential advisors",null,null,null,"First-line supervisors of personal service workers",null,null,"Tour and travel guides","Transportation attendants, except flight attendants",null,"Ushers, lobby attendants, and ticket takers",null,"Personal care and service workers, all other",null,"Animal control workers","Bailiffs, correctional officers, and jailers",null,"Detectives and criminal investigators","Crossing guards",null,"Firefighters","Fire inspectors",null,null,"Fish and game wardens",null,null,null,null,null,null,"Lifeguards and other recreational, and all other protective service workers",null,null,null,"Parking enforcement workers","Police and sheriff's patrol officers",null,null,null,"Private detectives and investigators","Security guards and gaming surveillance officers",null,"First-line supervisors of correctional officers","First-line supervisors of fire fighting and prevention workers","First-line supervisors of police and detectives","Transit and railroad police","Transportation security screeners",null,null,"First-line supervisors of protective service workers, all other",null,"Advertising sales agents","Cashiers","Door-to-door sales workers, news and street vendors, and related workers",null,"Counter and rental clerks",null,null,null,null,null,"Insurance sales agents",null,"Parts salespersons","Models, demonstrators, and product promoters","Real estate brokers and sales agents",null,"Retail salespersons","Sales engineers","Sales representatives, services, all other",null,"Securities, commodities, and financial services sales agents",null,null,null,"First-line supervisors of retail sales workers","First-line supervisors of non-retail sales workers","Telemarketers","Travel agents","Sales representatives, wholesale and manufacturing","Sales and related workers, all other","Air traffic controllers and airfield operations specialists",null,null,"Aircraft pilots and flight engineers","Ambulance drivers and attendants, except emergency medical technicians",null,"Bridge and lock tenders",null,null,"Bus drivers","Ship and boat captains and operators",null,"Cleaners of vehicles and equipment",null,"Conveyor operators and tenders","Crane and tower operators",null,"Driver/sales workers and truck drivers","Dredge, excavating, and loading machine operators",null,null,null,null,"Hoist and winch operators","Industrial truck and tractor operators",null,"Laborers and freight, stock, and material movers, hand","Locomotive engineers and operators",null,"Machine feeders and offbearers",null,null,"Packers and packagers, hand","Parking lot attendants",null,"Pumping station operators",null,"Railroad brake, signal, and switch operators","Railroad conductors and yardmasters",null,null,"Refuse and recyclable material collectors","Subway, streetcar, and other rail transportation workers","Automotive and watercraft service attendants","Ship engineers","Mine shuttle car operators",null,"Supervisors of transportation and material moving workers",null,null,"Tank car, truck, and ship loaders","Taxi drivers and chauffeurs",null,null,"Transportation inspectors",null,null,null,null,"Material moving workers, all other","Motor vehicle operators, all other","Other transportation workers",null],[5.6,4.2,null,null,6.2,4.5,6.3,5.3,null,5.15,null,null,null,null,null,null,4.9,null,5.05,null,null,null,null,null,null,null,null,4.4,null,null,null,5.1,null,null,null,null,null,null,4.8,null,null,5.6,null,null,4.65,null,null,null,null,null,null,null,null,null,5.4,null,null,4.7,null,4.73,2.6,null,5.5,null,null,3.07,3.9,null,4,3.9,null,3,4,null,5.7,4.6,5.4,null,null,null,null,5.15,null,3.6,null,4.7,null,null,5.2,4.75,null,3.6,5.1,null,5.6,5,null,null,null,null,5.6,null,5.3,null,null,null,4.73,null,4.5,null,null,null,4.65,null,null,5,null,null,5,4.85,6,null,4.4,null,null,null,null,4.1,5.1,5.2,4.55,4.2,null,null,6.13,null,null,null,4,null,null,4.8,4.5,null,null,null,null,null,5.45,5.07,3.5,5.3,5,null,null,null,6.4,6.2,6,6,5.75,null,null,null,null,4.85,null,null,5.5,null,null,null,null,null,null,null,null,6.2,null,null,6.2,5.8,5.8,5.1,null,5.4,null,null,null,5.4,null,4.75,null,null,null,null,3.9,4.6,null,null,3.6,4.1,4.9,3.4,5.1,3.8,4.25,null,4.9,4.3,4.1,3.3,null,null,3.8,4.8,null,null,null,3.5,null,null,null,4.3,3.7,null,4.2,null,null,3.3,4.25,null,null,null,4,3.9,3.5,3.7,3.9,4.5,null,null,null,4.4,3.9,null,3.9,null,4.6,4.05,3.4,3.8,null,4.4,null,4.8,4.83,null,null,null,4.4,3.6,3.3,null,null,null,null,5.4,null,null,5.8,null,null,null,null,null,5.4,3.9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.81,null,null,null,null,null,null,null,null,null,5.3,6.1,null,5.8,null,null,null,null,null,4.9,null,null,null,null,null,5,4.2,null,null,6.9,null,6.3,6.7,4.8,null,null,null,null,null,6.9,null,6.5,6.2,null,6.5,null,null,null,null,null,null,null,null,null,6.7,null,null,null,null,5.8,null,null,null,null,null,null,null,null,null,6,null,null,null,null,null,null,6.3,null,null,6,null,6.6,null,null,null,null,5.8,null,null,null,null,6.3,6,null,null,null,null,null,null,null,3.7,null,4.6,null,null,null,null,6.6,5,null,3.23,4.75,4.3,3.4,null,4.73,4.35,null,null,3.9,4.4,3.7,3.3,null,null,null,null,null,null,4.85,null,null,null,null,null,null,null,null,3.6,4.85,null,null,3.7,null,null,null,2.8,2.7,3.9,2.3,3.65,4.1,3.6,2.8,2.9,3.7,null,null,null,null,null,null,null,5.7,null,5.9,null,null,null,4.8,5.3,6.7,null,null,5.7,5.4,5.4,null,6,null,5.8,null,null,null,null,4.85,null,null,6.5,null,3.87,null,null,5.1,5.1,null,4.9,null,4.9,null,null,null,null,null,null,6.4,5,6.6,null,null,null,null,null,5.9,null,5.1,null,null,5.8,6.6,null,null,null,null,null,null,6.25,4.5,null,null,6.2,null,5.4,6,null,6.2,null,null,null,null,null,6.2,null,null,null,4.4,6.05,5.9,null,5.7,null,null,null,null,null,null,null,6.4,4.5,null,4.5,null,5.2,null,null,5.1,null,4.9,7.23,null,null,null,null,null,null,null,null,null,4.9,5.9,5.5,4.3,3.1,4.63,null,null,5.7,3.75,4.4,3.75,3.25,5,4.9,null,4.2,5.5,4,null,3.5,4.75,3.6,null,4.6,null,4.6,null,3.4,3.9,4,4.05,3.55,3.4,4.5,4,null,4.2,null,3.7,null,3.8,null,null,null,null,null,null,null,null,4.5,4.3,4.9,4.5,4.05,null,null,null,4.9,null,6.9,null,null,null,5.7,6.4,5.1,null,null,4.55,4.6,null,null,null,null,null,null,null,6.9,5.9,null,null,4.8,6.9,null,5.5,6.7,null,null,4.6,6,null,null,null,6.1,null,5.5,null,null,null,6,null,6.15,null,null,null,null,null,null,null,5.6,null,null,null,null,null,null,null,7,null,null,null,null,null,null,null,null,null,6.4,null,null,null,null,null,null,null,null,null,5.3,6.1,null,null,3.9,null,5.5,null,null,4.8,4.5,null,null,4.4,null,6.2,5.7,null,5.4,null,null,null,null,null,6.58,null,null,null,5.2,null,5.75,5.2,null,null,null,5.68,null,null,5.9,null,5.18,null,null,4.2,5.5,4.9,4.25,4.94,null,null,5.2,null,5.01,null,5.6,4.37,null,null,5.2,6.27,null,6,null,null,5.8,4.38,5.1,null,4.1,5,null,null,null,null,5.15,null,null,null,null,4.5,null,null,null,null,4.15,null,null,null,4.6,4.6,null,null,null,3.6,3.37,4.4,3.1,3.55,null,2.8,3.63,3.4,5.1,3.8,3.2,3.3,4.2,null,4.97,4.3,null,null,3.9,4.25,4,3.8,2.9,4.3,3.9,2.9,3.5,2.85,3.8,4.1,4,4.1,3.9,null,null,null,null,3.35,4.3,3.3,null,4.17,4.4,null,null,3.9,3.15,4.2,4.2,null,null,null,3.7,null,3.8,null,4.1,3.67,null,4,5.75,null,null,null,3,null,null,3.67,null,4.9,3.9,3.7,null,null,null,null,null,3.85,3.6,4,null,null,4,4,4.1,null,3.6,3.8,3.5,null,null,4.8,null,null,3.8,5,null,4.4,null,2.9,3.3,3.4,3,null,3.15,4.1,3.35,3.8,4.2,4.05,null,null,4.1,null,3.9,3.7,null,null,4.5,null,3.9,null,null,3.7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,5.9,null,null,4.77,6.7,3,4.25,null,null,null,4.6,4.8,4.1,3.9,3.5,4.8,3.7,3.3,5,null,3.4,null,null,3.53,4,4.8,null,3.7,5,4.7,3.95,null,3.4,3.5,3.9,4.13,null,null,null,null,3.2,null,4.9,3.6,null,null,4.4,null,4.3,3.67,3.3,3.7,3.07,4.4,null,4.3,4.6,4.7,4,3.9,4.25,4.5,4.1,3.8,3.7,null,3.9,null,4.2,null,null,null,4.7,3.1,3.6,4.2,4,2.5,2.6,4.1,3.35,4,3.9,null,null,4.45,3.85,4.6,null,3.5,null,null,null,2.9,3.9,null,null,3.5,4.1,null,3.7,4.9,null,4.15,null,null,null,4.35,null,null,3.5,4.3,null,3,null,2.6,null,4.1,4.3,null,5.6,4.1,null,5.7,5.5,null,null,4.95,null,null,null,null,null,null,3.65,null,nul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class=\"display\">\n <thead>\n <tr>\n <th>OPR Job Title<\/th>\n <th>OPR Job Rating<\/th>\n <th>ONET-SOC Code*<\/th>\n <th>ONET-SOC Title*<\/th>\n <th>Census Code 1980<\/th>\n <th>Census Title 1980<\/th>\n <th>GSS Ratings 1989<\/th>\n <th>Census Code 2010<\/th>\n <th>Census Titles 2010<\/th>\n <th>GSS Ratings 2012<\/th>\n <\/tr>\n <\/thead>\n<\/table>","options":{"lengthMenu":[[10,50,-1],["10","50","All"]],"pageLength":10,"columnDefs":[{"className":"dt-right","targets":[1,4,6,7,9]}],"order":[],"autoWidth":false,"orderClasses":false,"orderCellsTop":true}},"evals":[],"jsHooks":[]}</script>
<p>* Note that the ONET-SOC Codes and ONET-SOC Titles shown here are
based on the values from 2018. These codes and labels are updated
periodically. The raw data file also contains the codes and labels from
2010.</p>
<p>Click <a href="https://doi.org/10.7910/DVN/G1E4BF">here</a> to
download this database.</p>
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