Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Design Engineer	Product Design, Product Design Strategy, Computer Aided Design, Analytical Thinking, Managerial Accounting...	39164	2389	302	269
Site	III	Database and Network Administrator	Database Design, Database Audit, Systems Evaluation, Analytical Thinking, MS SQL Server...	24433	1950	660	444
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	612	462
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	273	272
Site	V	Data Scientist	Data Science, Analytical Thinking, Predictive Modeling, Quantitative Analysis, KOL Leadership...	60264	2616	76	66
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	329	276
Site	IV	Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Analytical Thinking, Python...	47083	2562	132	134
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	153	175
Site	III	Datacenter Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Database Systems Knowledge, Fault Incident Response...	28442	2801	151	168
Site	IV	Data and Insights Analyst	Data Analysis, Data Governance, KPI Analysis, Analytical Thinking, Business Intelligence Reporting...	42507	2962	133	118

(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.