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	684	507
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	235	241
Site	V	Data Scientist	Data Science, Data Analysis, Data Interpretation, CRISP-DM, Critical Thinking...	56913	3054	219	203
Site	III	Data Scientist	Data Science, Data Visualization, Statistical Analysis, Analytical Thinking, Applied Mathematics...	35187	2700	238	221
Site	IV	Data Scientist	Data Analysis, Data Science, User Metrics Design, Analytical Thinking, Operations Research...	48536	2667	61	52
Site	III	Data Scientist	Data Science, Process Experimentation, Analytical Thinking, Python, Data Governance...	36905	2811	75	65
Site	V	Data Scientist	Data Science, Machine Learning Lifecycle, Process Modeling, Analytical Thinking, Predictive Modeling...	64434	2981	47	44
Site	III	Data Scientist	Data Analysis, Machine Learning, Quantitative Analysis, Analytical Thinking, Internal Collaboration...	35887	3056	135	121
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	110	154
Site	V	Data Scientist	Data Science, Analytical Thinking, Predictive Modeling, Quantitative Analysis, KOL Leadership...	60264	2616	179	153

(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.