Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	AI Software Engineer	API Development, Machine Learning, Software Development, Analytical Thinking, Python...	50860	3318	54	36
Site	IV	Financial Manager	Account Management, Business Operations, Financial Analysis, Analytical Thinking, Hyperscaling...	48536	2814	99	85
Site	IV	Machine Learning Engineer	MLOps, Machine Learning, Computational Thinking, Azure Databricks, Python...	39821	2554	340	333
Site	IV	Machine Learning Software Engineer	Data Interpretation, Data Monitoring, Machine Learning, Process Modeling, Product Design...	43302	2899	472	455
Site	III	Machine Learning Engineer	AI Evaluation, AI Governance, Data Analysis, Analytical Thinking, Information Privacy...	54927	2630	57	48
Site	IV	Product Manager	Critical Thinking, Customer Relations, Product Design Strategy, Hospitality Industry, Internal Collaboration...	46793	2831	208	209
Site	V	Supply Chain Director	Operations Analysis, Supply Forecasting, Analytical Thinking, Managerial Accounting, Project Accounting...	60183	2776	80	72
Site	II	Logisticians and Project Management Specialist	Business Operations, Product Strategy, Logistical Planning, Analytical Thinking, Project Management...	6342	131	675	476
Site	I	Design for Testability Engineer	Quality Control Analysis, SOC Architecture, SOC Design, Analytical Thinking, Automation Testing...	7485	170	497	475
Site	I	RTL Design Engineer	RTL Design, System Design Strategy, Computational Thinking, Intuitive Problem Solving, Python...	8015	177	421	432

(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.