Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Data Governance Director	Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance...	56259	3434	160	159
Site	V	Information Technology Manager	Judgment and Decision Making, Logistical Planning, Negotiation, Critical Thinking, Articulate Technical Information...	55932	3196	173	142
Site	V	Machine Learning Engineer	Machine Learning, AI Applications Design, Data Modeling, Data Monitoring, Analytical Thinking...	55767	2354	389	361
Site	V	Software Engineering Manager	Product Development, Software Development, Technology Design, Analytical Thinking, GenAI...	55605	2862	51	54
Site	IV	LLM Optimization Lead	Customer Acquisition, Optimization Strategies, Marketing Strategy, AIO, Analytical Thinking...	55508	2625	30	38
Site	V	AI Engineer	AI Governance, Data Science, Machine Learning, Analytical Thinking, Research Leadership...	55359	2776	69	71
Site	V	Civil Engineer	Civil Engineering, Construction Engineering, Critical Thinking, Articulate Technical Information, Project Management...	55278	3018	162	220
Site	IV	Financial Manager	Financial Analysis, Manage Financial Resources, Operations Management, Critical Thinking, Strategic Planning...	54927	2539	54	53
Site	IV	Product Manager	Product Management, Data Governance, Analytical Thinking, Define System Requirements, Product Strategy...	54927	2322	61	55
Site	IV	Product Researcher	Business Storytelling, Content Communication Strategy, Content Management, Rapid Prototyping, Research Leadership...	54346	3147	122	109

(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.