Skills employers ask for most in Data & Analytics
20,320 open jobs in Data & Analytics name at least one skill. These are the skills they name most.
Most-asked skills in Data & Analytics
Share of the 20,320 jobs in Data & Analytics that name the skill.
| # | Skill | Share of jobs | Open jobs |
|---|---|---|---|
| 1 | Python | 45% | 9,105 |
| 2 | SQL | 34% | 6,949 |
| 3 | Machine learning | 31% | 6,217 |
| 4 | AWS | 21% | 4,363 |
| 5 | Azure | 15% | 3,100 |
| 6 | CI/CD | 13% | 2,641 |
| 7 | Agile | 12% | 2,402 |
| 8 | Snowflake | 11% | 2,201 |
| 9 | Databricks | 11% | 2,139 |
| 10 | Excel | 10% | 2,119 |
| 11 | Power BI | 10% | 2,070 |
| 12 | Onboarding | 10% | 2,033 |
| 13 | ETL | 10% | 2,032 |
| 14 | Tableau | 9.7% | 1,963 |
| 15 | GCP | 8.3% | 1,688 |
| 16 | Kubernetes | 8.2% | 1,668 |
| 17 | Java | 8% | 1,631 |
| 18 | Project management | 7.5% | 1,533 |
| 19 | Forecasting | 7.3% | 1,482 |
| 20 | DevOps | 7% | 1,426 |
| 21 | Pytorch | 6.9% | 1,412 |
| 22 | Audit | 6.7% | 1,361 |
| 23 | Supply chain | 6.3% | 1,280 |
| 24 | Docker | 5.7% | 1,163 |
| 25 | C++ | 5.4% | 1,099 |
Same list for other functions
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