Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	III	AI Engineer	Programming, LLM Design, Python, TensorFlow, Cloud Computing...	23352	1559	512	403
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	272	257
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	199	193
Site	IV	AI Engineer	Agentic AI, AI Applications Design, Analytical Thinking, Prototyping, System Verification Strategy...	43888	2735	175	194
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	354	285
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	500	328
Site	V	AI Software Engineer	Machine Learning, LLM Design, Natural Language Processing, AI Applications, Computer Vision...	35733	3500	526	376
Site	V	AI Software Engineer	GenAI, Analytical Thinking, AI Applications Design, Systems Architecture, LLM Design...	47430	2977	199	206
Site	I	Accountant	Accounting, Bookkeeping, Payroll Management, Analytical Thinking, MS Excel...	3767	188	531	448
Site	IV	Accountant	Accounting, Financial Analysis, Business Management, Critical Thinking, Analytical Thinking...	45631	2895	202	210

(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.