Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	AI Director	AI Applications, Data Science, Rapid Prototyping, Analytical Thinking, AWS Sagemaker...	61491	2911	28	28
Site	IV	AI Engineer	Agentic AI, AI Applications Design, Analytical Thinking, Prototyping, System Verification Strategy...	43888	2735	321	362
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	98	102
Site	V	AI Engineer	AI Governance, Program Development, Systems Architecture, Analytical Thinking, Azure Machine Learning...	60183	2788	10	11
Site	III	AI Engineer	Programming, LLM Design, Python, TensorFlow, Cloud Computing...	23352	1559	681	570
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	343	328
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	464	400
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	101	110
Site	III	AI Hardware Engineer	AI Hardware Design, Data Center Infrastructure, Systems Architecture, System Design Strategy, Computational Thinking...	25388	2482	506	431
Site	III	AI Interaction Designer	Product Discovery, AI Applications, Product Design, Novel Thinking, Prototyping...	21443	1644	681	450

(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.