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Software EngineerData ScientistProduct Manager
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| Dimension | Software Engineer Technology and Software | Data Scientist Data and Analytics | Product Manager Technology and Software |
|---|---|---|---|
| Entry salary | $136k | $120k | $103k |
| Median total comp | $136k | $120k | $215k |
| 5-year projected | $340k | $326k | $412k |
| 10-year projected | $686k | $665k | $792k |
| Typical education | Bachelor's Degree | Bachelor's Degree | Bachelor's Degree |
| Typical experience | 3.0+ yrs | 3.0+ yrs | 4.0+ yrs |
| Active openings | 728 | 8,463 | 9,670 |
| Employment growth | 10.5%/yr | 11%/yr | 8.5%/yr |
| Momentum score | 70/100 | 67/100 | 70/100 |
| Automation exposure | 20% | 25% | 25% |
| Remote availability | 80% | 75% | 65% |
| Top skills | JavaScriptTypeScriptSystem DesignMicroservices | Statistical ModelingPythonMachine Learning | Product StrategyRoadmappingStakeholder Management |