Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Data Governance Director	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis...	57402	1613	342	366
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	92	102
Site	IV	Data Governance Analyst	Content Management, Data Governance, Data Lifecycle Management, Training, Critical Thinking...	46574	2749	308	274
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	171	194
Site	IV	Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Analytical Thinking, Python...	47083	2562	150	157
Site	III	Data Engineer	Computational Thinking, Python, Programming, Database Systems Knowledge, Data Verification...	33405	2931	179	236
Site	IV	Data Engineer	Data Interpretation, Database Design, Statistical Analysis, Predictive Modeling, Analytical Thinking...	26158	1924	684	453
Site	III	Data Engineer	Data Governance, Data Analysis, Analytical Thinking, Python, Java...	28824	2310	322	287
Site	III	Data Engineer	Data Modeling, Data Analysis, Data Governance, Product Design Strategy, Data Verification...	33914	2920	324	317
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	360	308

(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.