Occupational Employment Statistics
15-2051 Data Scientists
Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports. Excludes “Statisticians†(15-2041), “Cartographers and Photogrammetrists†(17-1021), and “Health Information Technologists and Medical Registrars†(29-9021).
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Minnesota
| 4,020 | 358 | $62.42/hr | $32.48/hr | $45.70/hr | $63.65/hr | $79.53/hr | $88.79/hr |
| Natural Resources and Mining | N/A | N/A |
| Manufacturing | 130 | $64.05/hr |
| Trade, Transportation and Utilities | 220 | $48.84/hr |
| Information | 180 | $74.66/hr |
| Financial Activities | 780 | $63.38/hr |
| Professional and Business Services | 2,370 | $64.14/hr |
| Education and Health Services | 290 | $41.52/hr |
| Leisure and Hospitality | N/A | N/A |
| Other Services | N/A | N/A |
| Public Administration | 40 | $49.50/hr |
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Computer Occupations, All Other
| 4,180 | $45.34/hr | 7.9% |
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Managers, All Other
| 4,160 | $74.60/hr | 3.1% |
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Database Architects
| 1,240 | $65.75/hr | 7.7% |
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Compliance Officers
| 6,140 | $42.00/hr | 5.9% |
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Business Operations Specialists, All Other
| 16,410 | $38.04/hr | 5.1% |
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Financial Specialists, All Other
| 820 | $40.71/hr | 6.3% |
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Statistical Assistants
| N/A | $28.84/hr | N/A |
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Financial Examiners
| 1,280 | $50.96/hr | 20.8% |
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Loan Interviewers and Clerks
| 2,850 | $25.47/hr | -3.2% |
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Computer Systems Analysts
| 11,330 | $52.56/hr | 7.3% |
- Monitor work productivity or quality to ensure compliance with standard operating procedures.
- Process clinical data, including receipt, entry, verification, or filing of information.
- Manage timely flow of business intelligence information to users.
- Supervise the work of data management project staff.
- Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Manage timely flow of business intelligence information to users.
- Design and validate clinical databases, including designing or testing logic checks.
- Track the flow of work forms, including in-house data flow or electronic forms transfer.
- Maintain library of model documents, templates, or other reusable knowledge assets.