Career Tier	Formal Title	Skills	Skill Points ℠ Experience	Skill Points ℠ Applied	Skills Based Approach ™	Job Future ℠ Employer
Site	IV	Data and Insights Analyst	Data Analysis, Data Governance, KPI Analysis, Analytical Thinking, Business Intelligence Reporting...	42507	2962	148	137
Site	II	Data and Insights Analyst	Analytical Thinking, Data Science, Data Analysis, Python, SQL Coding...	11122	261	144	143
Site	III	Data and Insights Analyst	Data Governance, Data Lifecycle Management, Analytical Thinking, Strategic Planning, Digital Compliance...	37414	2508	9	14
Site	IV	Data and Insights Analyst	Data Analysis, IT Infrastructure, Analytical Thinking, Power BI, Define System Requirements...	43016	2701	21	22
Site	III	Data and Insights Analyst	Business Storytelling, Analytical Thinking, Data Visualization, Data Analysis, Adobe Analytics...	33596	2649	308	297
Site	IV	Data and Insights Analyst	Data Interpretation, Data Visualization, Database Systems Knowledge, R Programming, Report Writing...	29716	1712	601	491
Site	V	Data Scientist	Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling...	57567	3243	294	290
Site	III	Data Scientist	Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding...	20234	1549	654	461
Site	III	Data Scientist	Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking...	28377	2339	362	382
Site	IV	Data Scientist	Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding...	34002	1674	635	480

(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.