Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	703	531
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	254	266
Site	V	Data Scientist	Data Science, Data Analysis, Data Interpretation, CRISP-DM, Critical Thinking...	56913	3054	240	220
Site	III	Data Scientist	Agentic AI, Quantitative Analysis, Analytical Thinking, AI Applications Design, LLM Design...	34614	3100	48	46
Site	IV	Data Scientist	Data Analysis, Analytical Thinking, Financial Services, Financial Forecasting, Financial Modeling...	49698	3222	50	45
Site	III	Data Scientist	Data Science, Statistical Analysis, Analytical Thinking, Python, Data Analysis...	39004	3147	66	59
Site	V	Data Scientist	Data Science, Machine Learning Lifecycle, Process Modeling, Analytical Thinking, Predictive Modeling...	64434	2981	60	54
Site	IV	Data Scientist	Data Mining, Data Science, Process Modeling, Analytical Thinking, Optimization Strategies...	45631	2986	63	61
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	127	194
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	364	359

(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.