career Comparison
Compare key metrics between Data Scientists and Software Quality Assurance Analysts and Testers. Data sourced from BLS OEWS 2024 + O*NET 29.0 (2024).
| Metric | Data Scientists | Software Quality Assurance Analysts and Testers |
|---|---|---|
| soc | 15-2051 | 15-1253 |
| title | Data Scientists | Software Quality Assurance Analysts and Testers |
| onet code | 15-2051.00 | 15-1253.00 |
| 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. | Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules. |
| job zone | 4 | 4 |
| major group | 15 | 15 |
| tot emp | 233,440 | 199,800 |
| a mean | 124,590 | 110,260 |
| a median | 112,590 | 102,610 |
| a pct10 | 63,650 | 60,690 |
| a pct25 | 82,630 | 79,520 |
| a pct75 | 155,810 | 131,870 |
| a pct90 | 194,410 | 166,960 |
| h mean | 59 | 53 |
| h median | 54 | 49 |
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.