Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	III	Data and Insights Analyst	Data Analysis, Quantitative Analysis, Analytical Thinking, MS Excel, Data Science...	36396	3060	69	74
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	380	375
Site	V	Data Scientist	Data Science, Machine Learning Lifecycle, Process Modeling, Analytical Thinking, Predictive Modeling...	64434	2981	71	69
Site	IV	Data Scientist	Data Mining, Data Science, Process Modeling, Analytical Thinking, Optimization Strategies...	45631	2986	74	72
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	718	508
Site	IV	Data Scientist	Data Mining, Quantitative Analysis, Analytical Thinking, ETL, Python...	51441	3265	81	88
Site	IV	Data Scientist	Data Analysis, Analytical Thinking, Financial Services, Financial Forecasting, Financial Modeling...	49698	3222	61	59
Site	V	Data Scientist	Data Science, Analytical Thinking, AI Applications Design, Data Governance, Natural Language Processing...	58875	3184	14	15
Site	III	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking...	28377	2339	423	430
Site	III	Data Scientist	Agentic AI, Quantitative Analysis, Analytical Thinking, AI Applications Design, LLM Design...	34614	3100	60	63

(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.