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	724	537
Site	V	Data Scientist	Data Science, Data Analysis, Data Interpretation, CRISP-DM, Critical Thinking...	56913	3054	263	239
Site	IV	Data Scientist	Data Analysis, Analytical Thinking, Financial Services, Financial Forecasting, Financial Modeling...	49698	3222	70	64
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	389	385
Site	III	Data Scientist	Data Analysis, Machine Learning, Quantitative Analysis, Analytical Thinking, Internal Collaboration...	35887	3056	160	144
Site	III	Data Scientist	Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance...	29906	3336	278	289
Site	III	Data Scientist	Data Science, Statistical Analysis, Analytical Thinking, Python, Data Analysis...	39004	3147	81	73
Site	III	Data Scientist	Data Analysis, Analytical Thinking, SQL Programming, Azure Databricks, Google Cloud Platform...	38177	3438	35	31
Site	IV	Data Scientist	Deep Learning, Analytical Thinking, Operations Analysis, AI Applications Design, Critical Thinking...	53546	2360	143	206
Site	V	Data Scientist	Data Science, Analytical Thinking, AI Applications Design, Data Governance, Natural Language Processing...	58875	3184	26	27

(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.