Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	III	Datacenter Engineer	Technical Documentation, Critical Thinking, Judgment and Decision Making, Database Systems Knowledge, Fault Incident Response...	28442	2801	118	128
Site	IV	Data Engineer	Data Governance, Data Modeling, Analytical Thinking, Business Intelligence Reporting, MS Fabric...	43307	3293	102	120
Site	IV	Data Engineer	Data Governance, Data Lifecycle Management, Data Modeling, Analytical Thinking, Python...	47083	2562	97	96
Site	III	Data Engineer	Data Modeling, Data Science, ERP Systems, Critical Thinking, Process Engineering...	35123	3175	284	237
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	226	225
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	568	422
Site	III	Database and Network Administrator	Database Design, Database Audit, Systems Evaluation, Analytical Thinking, MS SQL Server...	24433	1950	609	411
Site	III	Design Engineer	Engineering Design, Product Design, Analytical Thinking, Troubleshooting, Ethical Compliance...	18516	1352	504	432
Site	IV	Design Engineer	Product Design, Product Design Strategy, Computer Aided Design, Analytical Thinking, Managerial Accounting...	39164	2389	273	236
Site	IV	Ecommerce Technical Analyst	E Commerce, Digital Compliance, Vendor Management, Technical Support, Risk Management...	40035	1816	291	288

(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.