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	296	307
Site	V	Data Governance Director	Data Science, LLM Design, Digital Compliance, Data Governance, Analytical Thinking...	61164	2998	26	30
Site	V	Data Governance Director	Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance...	56259	3434	119	125
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	600	414
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	577	430
Site	III	Data Scientist	Data Science, Data Visualization, Statistical Analysis, Analytical Thinking, Applied Mathematics...	35187	2700	137	133
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	132	141
Site	III	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking...	28377	2339	316	334
Site	V	Data Scientist	Data Science, Data Analysis, Data Interpretation, CRISP-DM, Critical Thinking...	56913	3054	120	118
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	8	8

(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.