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	340	359
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	89	99
Site	V	Data Governance Director	Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance...	56259	3434	181	175
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	649	456
Site	III	Data Scientist	Data Science, Data Visualization, Statistical Analysis, Analytical Thinking, Applied Mathematics...	35187	2700	192	180
Site	III	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Analytical Thinking...	27869	2774	438	466
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	632	477
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	285	286
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	184	191
Site	III	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking...	28377	2339	360	377

(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.