Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	110	154
Site	V	Data Scientist	Data Science, Analytical Thinking, Predictive Modeling, Quantitative Analysis, KOL Leadership...	60264	2616	179	153
Site	III	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Analytical Thinking...	27869	2774	466	496
Site	IV	Data Scientist	Data Mining, Data Science, Process Modeling, Analytical Thinking, Optimization Strategies...	45631	2986	46	47
Site	III	Data Scientist	Agentic AI, Quantitative Analysis, Analytical Thinking, AI Applications Design, LLM Design...	34614	3100	24	26
Site	IV	Data Scientist	Data Analysis, Analytical Thinking, Financial Services, Financial Forecasting, Financial Modeling...	49698	3222	32	27
Site	V	Data Governance Director	Database Systems Knowledge, Data Science, Data Interpretation, Complex Problem Solving, Judgment and Decision Making...	41865	2298	723	566
Site	V	Data Governance Director	Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance...	56259	3434	222	209
Site	V	Data Governance Director	Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis...	57402	1613	368	401
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	123	142

(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.