Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Software Engineer	Firmware Development, Product Development, SOC Design, Analytical Thinking, Product Design Strategy...	54927	2695	30	43
Site	V	Civil Engineer	Civil Engineering, Construction Engineering, Critical Thinking, Articulate Technical Information, Project Management...	55278	3018	205	257
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	136	144
Site	IV	LLM Optimization Lead	Customer Acquisition, Optimization Strategies, Marketing Strategy, AIO, Analytical Thinking...	55508	2625	73	82
Site	IV	Human Interface Researcher	Human Computer Interaction, Product Design, Quantitative Analysis, Analytical Thinking, Product Design Strategy...	55508	2727	32	32
Site	V	Software Engineering Manager	Product Development, Software Development, Technology Design, Analytical Thinking, GenAI...	55605	2862	116	113
Site	V	Machine Learning Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Analytical Thinking...	55767	2354	420	409
Site	V	Information Technology Manager	Judgment and Decision Making, Logistical Planning, Negotiation, Critical Thinking, Articulate Technical Information...	55932	3196	216	180
Site	IV	Manager Corporate Strategy	Business Strategy, Corporate Investment Strategy, Critical Thinking, Merger and Acquisitions, Strategic Planning...	56089	2622	41	45
Site	V	Software Quality Engineer	Analytical Thinking, Risk Management, Automation Testing, Quality Control Analysis, Process Modeling...	56259	3192	196	175

(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.