Machine Learning Engineer - Middle - No experince of work in group. No researches and Ph.D. in Information Science. https://towardsdatascience.com/a-checklist-to-track-your-data-science-progress-bf92e878edf2
Python developer - “Middle”. No much experience with big projects that require OOP, Web Frameworks and ORM, event driving programming.
Backend developer - “Junior”. No experience of working at big ORM projects and in team.
System administrator - Junior - have experience with tools, but no experice of work in role: writing reports, monitoring, planning. https://www.redhat.com/sysadmin/job-levels
Business Intelligence (BI) Analyst - “Junior”, have experience with tools, but not much practice as business analyst.
Data Engineer - “Junior” - no experience with Hadoop, Spark and clouds.
Java developer - “Junior” - Diploma project, no production, not enought work experience, big “no work” gap.
NLP Engineer - “Junior” - have projects with ASR, OCR, fuzzy search, LLM research, practice of fine-tuning small LM.
CV Engineer - “Middle-” - no experience with video and perspective.
Data Scientist - “Middle-” - no experience with inference optimization, stats of ML Models and research-experimentation.
MLOps - “junior”. Much of DevOps experience and MLOps knowledge with learning course experience.