Tier	Title	Position	Skills	Prior	Year 1	Views
Site	III	Librarian, Curator, and Archivist	Librarian	Information Science, Research Information, Cataloging, Management Information Systems, Organizational Development, Metadata Schema, LLM Design, Machine Learning, Problem Solving, Attention to Detail, Critical Thinking	22206	1676	1143
Site	I	LMS Administrator	LMS Administrator	Analytical Thinking, Troubleshooting, Team Building, SCRUM, LMS Administration, Internal Communication, Content Management	2796	123	1530
Site	I	Credit Counselor and Loan Officer	Loan Officer	Customer Service, Ethical Compliance, Problem Solving, Technical Writing, Business Analysis, Loan Processing, Analytical Thinking, Attention to Detail, Time Management	3184	124	1435
Site	I	Design for Testability Engineer	Logic Design Engineer	DFT Logic Design, Quality Control Analysis, RTL Design, SOC Architecture, SOC Design, Electrical Application, Automation Testing, FastScan, LogicBIST, Analytical Thinking, Intuitive Problem Solving, TestKompress	7485	170	403
Site	I	RTL Design Engineer	Logic Design Engineer	RTL Design, System Design Strategy, Systems Evaluation, Electrical Engineering, Electrical Systems, Unit Testing, Computational Thinking, Analytical Thinking, Intuitive Problem Solving, Collaboration, Python, SystemVerilog	8015	177	382
Site	II	Logisticians and Project Management Specialist	Logistics Coordinator	Business Operations, Product Strategy, Logistical Planning, Ethical Compliance, Analytical Thinking, Statistical Analysis, Complex Problem Solving, Customer Service, Project Management	6342	131	1358
Site	IV	AI Engineer	Machine Learning Engineer	Machine Learning, Data Science, Physics, Chemistry, Analytical Thinking, Complex Problem Solving, Articulate Technical Information, Critical Thinking, Data Analysis, Data Modeling, AI Applications Design, Azure Machine Learning, MATLAB, Python, Java, Amazon AWS, Research and Development, Technical Documentation, Technology Leadership	44250	2533	77
Site	IV	Machine Learning Engineer	Machine Learning Engineer	Data Analysis, Machine Learning, Data Modeling, Process Management, Statistical Modeling, Data Science, Research and Development, MLOps, Analytical Thinking, Novel Thinking, Articulate Technical Information, Complex Problem Solving, Internal Collaboration, Java, Python, SQL Programming, TensorFlow	45845	2767	238
Site	IV	Senior Machine Learning Engineer	Machine Learning Engineer	Computer Vision, Machine Learning, Software Development, CI/CD, Quality Control Analysis, Research Leadership, Software Testing, Cloud Infrastructure, Patents, Analytical Thinking, Internal Collaboration, Articulate Technical Information, Complex Problem Solving, Team Building, C Programming, TypeScript, Python	42151	1989	253
Site	II	Management Analyst	Management Analyst	Business Management, Statistical Analysis, Data Interpretation, Data Monitoring, Data Analysis, Technical Writing, Articulate Technical Information, Critical Thinking, Process Modeling, SQL Coding, Time Management, Judgment and Decision Making	9340	157	1367

(Prior and 1st Year) Skill Points are referenced in thousands. A Skills Based Approach Instance is an applied methodology for students and workers. A Job Future is application for practitioners to post jobs.