Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	24	28
Site	IV	AI Engineer	Agentic AI, AI Applications Design, Analytical Thinking, Prototyping, System Verification Strategy...	43888	2735	275	300
Site	III	AI Engineer	Programming, LLM Design, Python, TensorFlow, Cloud Computing...	23352	1559	621	512
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	292	284
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	394	356
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	11	16
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	455	379
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	625	406
Site	III	AI Software Engineer	Software Development, AI Applications Design, Analytical Thinking, C Programming, HTML 5...	32324	3039	14	15
Site	V	AI Software Engineer	GenAI, Analytical Thinking, AI Applications Design, Systems Architecture, LLM Design...	47430	2977	310	306

(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.