Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Digital Product Manager	Data Analysis, Product Management, Critical Thinking, Cloud Automation Tools, Measure Client Engagement...	51441	3494	74	76
Site	IV	AI Service Manager	Program Management, Analytical Thinking, Agentic AI, AI Ethics, AI Evaluation...	51441	3002	50	38
Site	IV	Robotics Engineer	Analytical Thinking, Data Science, Robotics Engineering, Process Engineering, C Programming...	51441	2626	105	95
Site	IV	Financial Manager	Financial Accounting, Quantitative Analysis, Analytical Thinking, Financial Services, MS Excel...	51441	3200	63	65
Site	IV	Data Scientist	Data Mining, Quantitative Analysis, Analytical Thinking, ETL, Python...	51441	3265	89	97
Site	IV	Hardware Engineer	Process Engineering, Analytical Thinking, EUV/DUV, Design of Experiments, High-NA EUV Fabrication...	51441	3472	49	48
Site	IV	Finance Manager	Business Operations, Financial Analysis, Process Monitoring, Analytical Thinking, Financial Forecasting...	51441	3130	113	99
Site	IV	Technical Product Manager	Product Management, Critical Thinking, AI Governance, Process Training, Product Lifecycle Management...	51441	3042	58	56
Site	IV	Supply Chain Manager	Process Management, Analytical Thinking, Retail Industry, Inventory Management, Logistical Planning...	51441	3277	15	15
Site	IV	UX Researcher	UX Research, Critical Thinking, Behavior Driven Development, Customer Analytics, Customer Retention...	51441	3147	29	25

(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.