Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	110	153
Site	V	Data Scientist	Data Science, Machine Learning Lifecycle, Process Modeling, Analytical Thinking, Predictive Modeling...	64434	2981	46	42
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	232	239
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	344	335
Site	V	Data Scientist	Data Science, Data Analysis, Data Interpretation, CRISP-DM, Critical Thinking...	56913	3054	219	203
Site	IV	Data Scientist	Data Mining, Data Science, Process Modeling, Analytical Thinking, Optimization Strategies...	45631	2986	46	47
Site	III	Data Scientist	Organizational Development, Operations Management, Data Science, Scientific Reasoning, Analytical Thinking...	27869	2774	466	496
Site	III	Data Scientist	Data Science, Statistical Analysis, Analytical Thinking, Python, Data Analysis...	39004	3147	40	37
Site	III	Data Scientist	Data Science, Data Visualization, Statistical Analysis, Analytical Thinking, Applied Mathematics...	35187	2700	238	221
Site	IV	Data and Insights Analyst	Data Analysis, IT Infrastructure, Analytical Thinking, Power BI, Define System Requirements...	43016	2701	64	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.