Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Engineer	Data Interpretation, Database Design, Statistical Analysis, Predictive Modeling, Analytical Thinking...	26158	1924	675	446
Site	III	Data Engineer	Data Governance, Data Analysis, Analytical Thinking, Python, Java...	28824	2310	315	282
Site	III	Product Analytics Engineer	Data Monitoring, Data Visualization, Process Modeling, Quantitative Analysis, Critical Thinking...	27933	2798	415	353
Site	III	Software Development Engineer	Software Development, Software Application Lifecycle, Python, SQL Programming, Data Visualization...	23564	1678	382	335
Site	IV	Data and Insights Manager	Business Management, Data Governance, Critical Thinking, Technology Leadership, Digital Compliance...	41854	3252	174	186
Site	V	Data Governance Director	Database Systems Knowledge, Data Science, Data Interpretation, Complex Problem Solving, Judgment and Decision Making...	41865	2298	659	516
Site	IV	Digital Operations Manager	Cloud Infrastructure, Data Governance, Operations Management, Analytical Thinking, Identity Graph...	47955	3220	64	62
Site	V	Technical Program Manager	Analytical Thinking, Data Governance, Project Management, Business Operations, Technology Leadership...	61326	2341	318	313
Site	III	Data Engineer	Data Analysis, Data Science, Rapid Prototyping, Research and Development, Analytical Thinking...	32387	2525	305	264
Site	IV	Data and Insights Manager	Data Analysis, Predictive Modeling, Data Governance, Critical Thinking, KOL Leadership...	47517	2839	302	272

(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.