Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	LLM Optimization Lead	Customer Acquisition, Optimization Strategies, Marketing Strategy, AIO, Analytical Thinking...	55508	2625	117	124
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	234	237
Site	V	Civil Engineer	Civil Engineering, Construction Engineering, Critical Thinking, Articulate Technical Information, Project Management...	55278	3018	282	328
Site	V	Firmware Security Engineer	Firmware Development, Analytical Thinking, Python, Security Development Lifecycle, Systems Cryptography...	55278	3216	49	51
Site	V	Public Relations Manager	Public Relations, Critical Thinking, Operations Monitoring, Operations Research, Public Relations Strategy...	54951	2887	51	52
Site	III	Machine Learning Engineer	AI Evaluation, AI Governance, Data Analysis, Analytical Thinking, Information Privacy...	54927	2630	97	86
Site	IV	Product Manager	Product Management, Data Governance, Analytical Thinking, Define System Requirements, Product Strategy...	54927	2322	191	136
Site	IV	Software Engineer	Firmware Development, Product Development, SOC Design, Analytical Thinking, Product Design Strategy...	54927	2695	80	96
Site	IV	Technical Project Manager	Process Engineering, Analytical Thinking, Applied Research, Capability Analysis, Manufacturing Automation...	54927	3190	63	90
Site	IV	Financial Manager	Financial Analysis, Manage Financial Resources, Operations Management, Critical Thinking, Strategic Planning...	54927	2539	182	186

(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.