Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	AI Software Engineer	GenAI, Analytical Thinking, AI Applications Design, Systems Architecture, LLM Design...	47430	2977	414	408
Site	III	AI Software Engineer	Software Development, AI Applications Design, Analytical Thinking, C Programming, HTML 5...	32324	3039	367	277
Site	V	AI Software Engineer	Machine Learning, LLM Design, Natural Language Processing, AI Applications, Computer Vision...	35733	3500	801	555
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	726	498
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	171	176
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	548	473
Site	IV	AI Engineer	AI Applications Design, Machine Learning, Analytical Thinking, AI Governance, LLM Design...	44831	2618	85	66
Site	III	AI Engineer	Programming, LLM Design, Python, TensorFlow, Cloud Computing...	23352	1559	750	631
Site	V	AI Engineer	System Design Strategy, Systems Architecture, Analytical Thinking, AIPaaS, AI Governance...	60510	3407	25	24
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	427	404

(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.