Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	AI Engineer	AI Applications Design, Machine Learning, Analytical Thinking, AI Governance, LLM Design...	44831	2618	107	83
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	567	492
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	202	209
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	745	511
Site	V	AI Interaction Designer	AI Enablement, Analytical Thinking, Define System Requirements, AI Applications Design, AI Evaluation...	65742	3215	6	9
Site	IV	AI Service Manager	Program Management, Analytical Thinking, Agentic AI, AI Ethics, AI Evaluation...	51441	3002	14	14
Site	V	AI Software Engineer	Machine Learning, LLM Design, Natural Language Processing, AI Applications, Computer Vision...	35733	3500	823	567
Site	III	AI Software Engineer	AI Applications Design, Analytical Thinking, Kubernetes, Python, Agentic AI...	34869	3360	50	50
Site	IV	AI Software Engineer	API Development, Machine Learning, Software Development, Analytical Thinking, Python...	50860	3318	70	52
Site	V	AI Software Engineer	GenAI, Analytical Thinking, AI Applications Design, Systems Architecture, LLM Design...	47430	2977	430	426

(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.