Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	V	Data Governance Director	Database Systems Knowledge, Data Science, Data Interpretation, Complex Problem Solving, Judgment and Decision Making...	41865	2298	652	513
Site	IV	Digital Operations Manager	Cloud Infrastructure, Data Governance, Operations Management, Analytical Thinking, Identity Graph...	47955	3220	57	57
Site	V	Technical Program Manager	Analytical Thinking, Data Governance, Project Management, Business Operations, Technology Leadership...	61326	2341	316	310
Site	III	Data Engineer	Data Analysis, Data Science, Rapid Prototyping, Research and Development, Analytical Thinking...	32387	2525	302	258
Site	IV	Data and Insights Manager	Data Analysis, Predictive Modeling, Data Governance, Critical Thinking, KOL Leadership...	47517	2839	293	269
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	639	447
Site	III	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking...	28377	2339	351	369
Site	III	Data Scientist	Data Science, Data Visualization, Statistical Analysis, Analytical Thinking, Applied Mathematics...	35187	2700	176	171
Site	III	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Analytical Thinking...	27869	2774	431	457
Site	III	Data Scientist	Data Analysis, Machine Learning, Quantitative Analysis, Analytical Thinking, Internal Collaboration...	35887	3056	64	65

(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.