Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Engineer	Data Lifecycle Management, Product Design Strategy, Product Development, Analytical Thinking, Kubernetes...	42726	3019	65	65
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	201	241
Site	III	Data Engineer	Data Modeling, Data Analysis, Data Governance, Product Design Strategy, Data Verification...	33914	2920	357	346
Site	IV	Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Analytical Thinking, Python...	47083	2562	191	201
Site	IV	Data Engineer	Data Interpretation, Database Design, Statistical Analysis, Predictive Modeling, Analytical Thinking...	26158	1924	720	477
Site	III	Data Engineer	Data Governance, Data Analysis, Analytical Thinking, Python, Java...	28824	2310	379	339
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	410	346
Site	III	Data Engineer	Computational Thinking, Python, Programming, Database Systems Knowledge, Data Verification...	33405	2931	207	259
Site	IV	Data Engineer	Data Analysis, Data Modeling, Data Warehouse, Analytical Thinking, ETL...	53184	2993	53	54
Site	IV	Data Engineer	Construct Data Structures, Systems Architecture, Analytical Thinking, Business Intelligence Tools, ETL...	46212	3434	33	36

(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.