Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Software Engineering Manager	Product Development, Software Development, Technology Design, Analytical Thinking, GenAI...	55605	2862	116	111
Site	IV	LLM Optimization Lead	Customer Acquisition, Optimization Strategies, Marketing Strategy, AIO, Analytical Thinking...	55508	2625	73	81
Site	IV	Human Interface Researcher	Human Computer Interaction, Product Design, Quantitative Analysis, Analytical Thinking, Product Design Strategy...	55508	2727	31	31
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	135	142
Site	V	Civil Engineer	Civil Engineering, Construction Engineering, Critical Thinking, Articulate Technical Information, Project Management...	55278	3018	203	255
Site	III	Machine Learning Engineer	AI Evaluation, AI Governance, Data Analysis, Analytical Thinking, Information Privacy...	54927	2630	34	28
Site	IV	Product Manager	Product Management, Data Governance, Analytical Thinking, Define System Requirements, Product Strategy...	54927	2322	107	90
Site	IV	Software Engineer	Firmware Development, Product Development, SOC Design, Analytical Thinking, Product Design Strategy...	54927	2695	29	43
Site	IV	Financial Manager	Financial Analysis, Manage Financial Resources, Operations Management, Critical Thinking, Strategic Planning...	54927	2539	108	110
Site	IV	Product Researcher	Business Storytelling, Content Communication Strategy, Content Management, Rapid Prototyping, Research Leadership...	54346	3147	165	153

(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.