Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	II	AI Engineer	Analytical Thinking, Quality Control Analysis, Automation Testing, Software Testing, System Verification Strategy...	12740	248	1867	1911
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	488	458
Site	IV	AI Engineer	AI Applications Design, Machine Learning, Analytical Thinking, AI Governance, LLM Design...	44831	2618	131	107
Site	III	AI Hardware Engineer	Software Development, Analytical Thinking, AI Applications Design, Data Analysis, Data Visualization...	37923	3046	23	29
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	586	513
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	230	239
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	766	535
Site	V	AI Interaction Designer	AI Enablement, Analytical Thinking, Define System Requirements, AI Applications Design, AI Evaluation...	65742	3215	48	46
Site	IV	AI Service Manager	Program Management, Analytical Thinking, Agentic AI, AI Ethics, AI Evaluation...	51441	3002	44	33
Site	V	AI Software Engineer	Machine Learning, LLM Design, Natural Language Processing, AI Applications, Computer Vision...	35733	3500	851	591

(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.