career Comparison
Compare key metrics between Data Scientists and Software Developers. Data sourced from BLS OEWS 2024 + O*NET 29.0 (2024).
| Metric | Data Scientists | Software Developers |
|---|---|---|
| soc | 15-2051 | 15-1252 |
| title | Data Scientists | Software Developers |
| onet code | 15-2051.00 | 15-1252.00 |
| description | 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. | Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team. |
| job zone | 4 | 4 |
| major group | 15 | 15 |
| tot emp | 233,440 | 1,654,440 |
| a mean | 124,590 | 144,570 |
| a median | 112,590 | 133,080 |
| a pct10 | 63,650 | 79,850 |
| a pct25 | 82,630 | 103,050 |
| a pct75 | 155,810 | 169,000 |
| a pct90 | 194,410 | 211,450 |
| h mean | 59 | 69 |
| h median | 54 | 63 |
The CertifyWize editorial team aggregates and verifies careers data from BLS OEWS 2024 + O*NET 29.0. Every statistic on this site is cross-referenced against the official source before publication, with quarterly re-verification cycles.
Read our full methodology or contact us with corrections.
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