Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Supply Chain Manager	Constraint Management, Process Management, Vendor Compliance, Critical Thinking, Create Training Materials...	47374	2960	45	50
Site	IV	Database Enginner	Construct Data Structures, Analytical Thinking, NoSql, MS SQL Server, SQL Programming...	47374	3356	9	11
Site	III	Database and Network Administrator	Database Design, Database Audit, Systems Evaluation, Analytical Thinking, MS SQL Server...	24433	1950	708	493
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	679	505
Site	V	Data Scientist	Data Science, Analytical Thinking, Predictive Modeling, Quantitative Analysis, KOL Leadership...	60264	2616	175	149
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	340	331
Site	IV	Data Engineer	Data Lifecycle Management, Product Design Strategy, Product Development, Analytical Thinking, Kubernetes...	42726	3019	63	62
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	198	239
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	403	344
Site	IV	Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Analytical Thinking, Python...	47083	2562	187	195

(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.