| 
        Career Tier  | 
        
        Formal Title  | 
        Skills | 
        Skill Points ℠ Experience  | 
        
          Skill Points ℠ Applied  | 
        Skills Based Approach ™ | 
            Job Future  ℠ Employer  | 
    |
|---|---|---|---|---|---|---|---|
| 
                         IV  | 
            Data Governance Analyst | Content Management, Data Governance, Data Lifecycle Management, Training, Critical Thinking... | 46574 | 2749 | 
                 
                 178 
                 | 
            
                
                 161 
                 | 
        |
| 
                         V  | 
            Data Governance Director | Database Systems Knowledge, Data Science, Data Interpretation, Complex Problem Solving, Judgment and Decision Making... | 41865 | 2298 | 
                 
                 496 
                 | 
            
                
                 389 
                 | 
        |
| 
                         V  | 
            Data Governance Director | Data Governance, Data Lifecycle Management, Data Modeling, Data Monitoring, Quality Control Analysis... | 57402 | 1613 | 
                 
                 229 
                 | 
            
                
                 240 
                 | 
        |
| 
                         V  | 
            Data Governance Director | Judgment and Decision Making, Articulate Technical Information, Cloud Infrastructure, Data Lifecycle Management, Data Governance... | 56259 | 3434 | 
                 
                 37 
                 | 
            
                
                 37 
                 | 
        |
| 
                         III  | 
            Data Scientist | Data Analysis, Data Interpretation, Data Monitoring, Financial Analysis, SQL Coding... | 20234 | 1549 | 
                 
                 499 
                 | 
            
                
                 353 
                 | 
        |
| 
                         IV  | 
            Data Scientist | Data Analysis, Data Interpretation, Forecasting, MS Excel, SQL Coding... | 34002 | 1674 | 
                 
                 493 
                 | 
            
                
                 366 
                 | 
        |
| 
                         III  | 
            Data Scientist | Organizational Development, Operations Management, Data Science, Scientific Reasoning, Analytical Thinking... | 27869 | 2774 | 
                 
                 325 
                 | 
            
                
                 367 
                 | 
        |
| 
                         III  | 
            Data Scientist | Data Science, Data Monitoring, AI Applications Design, Predictive Modeling, Analytical Thinking... | 28377 | 2339 | 
                 
                 250 
                 | 
            
                
                 271 
                 | 
        |
| 
                         V  | 
            Data Scientist | Complex Problem Solving, Machine Learning, Analytical Thinking, Model Explainability Techniques, Predictive Modeling... | 57567 | 3243 | 
                 
                 159 
                 | 
            
                
                 158 
                 | 
        |
| 
                         III  | 
            Data Scientist | Articulate Technical Information, Analytical Thinking, Complex Problem Solving, Data Visualization, Data Governance... | 29906 | 3336 | 
                 
                 48 
                 | 
            
                
                 53 
                 | 
        
(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.