Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Engineer	Construct Data Structures, Systems Architecture, Analytical Thinking, Business Intelligence Tools, ETL...	46212	3434	71	87
Site	III	Data Engineer	Data Governance, Data Analysis, Analytical Thinking, Python, Java...	28824	2310	431	370
Site	IV	Data Engineer	Data Governance, Data Modeling, Data Science, Analytical Thinking, ETL...	48536	3445	83	111
Site	IV	Data Engineer	Computational Biology, Analytical Thinking, Python, Anthropic Claude, Nextflow Pipelines...	47949	3541	35	35
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	231	290
Site	IV	Data Engineer	Data Interpretation, Database Design, Statistical Analysis, Predictive Modeling, Analytical Thinking...	26158	1924	758	506
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	459	397
Site	III	Data Engineer	Data Analysis, Data Science, Rapid Prototyping, Research and Development, Analytical Thinking...	32387	2525	392	348
Site	III	Data Engineer	Computational Thinking, Python, Programming, Database Systems Knowledge, Data Verification...	33405	2931	246	290
Site	IV	Data Engineer	Data Lifecycle Management, Product Design Strategy, Product Development, Analytical Thinking, Kubernetes...	42726	3019	97	103

(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.