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	56	56
Site	II	AI Engineer	Analytical Thinking, Quality Control Analysis, Automation Testing, Software Testing, System Verification Strategy...	12740	248	44	40
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	136	144
Site	V	AI Engineer	AI Governance, Program Development, Systems Architecture, Analytical Thinking, Azure Machine Learning...	60183	2788	40	50
Site	III	AI Engineer	Programming, LLM Design, Python, TensorFlow, Cloud Computing...	23352	1559	716	594
Site	IV	AI Engineer	Agentic AI, AI Applications Design, Analytical Thinking, Prototyping, System Verification Strategy...	43888	2735	355	399
Site	IV	AI Engineer	AI Applications Design, Machine Learning, Analytical Thinking, AI Governance, LLM Design...	44831	2618	44	29
Site	IV	AI Engineer	Machine Learning, Data Science, Critical Thinking, Data Analysis, Data Modeling...	44250	2533	373	353
Site	IV	AI Engineer	Data Modeling, LLM Design, Machine Learning, Computational Thinking, Engineering Management...	34659	2462	508	421
Site	II	AI Hardware Engineer	AI Hardware Design, System Verification Strategy, Systems Architecture, Analytical Thinking, SystemVerilog...	13667	240	130	145

(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.