Skills employers ask for most in Data & Analytics
19,796 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 19,796 jobs in Data & Analytics that name the skill.
| # | Skill | Share of jobs | Open jobs |
|---|---|---|---|
| 1 | Python | 45% | 8,903 |
| 2 | SQL | 35% | 6,850 |
| 3 | Machine learning | 30% | 6,022 |
| 4 | AWS | 22% | 4,347 |
| 5 | Azure | 15% | 3,050 |
| 6 | CI/CD | 13% | 2,620 |
| 7 | Agile | 12% | 2,402 |
| 8 | Snowflake | 11% | 2,168 |
| 9 | Databricks | 11% | 2,141 |
| 10 | Excel | 11% | 2,117 |
| 11 | Onboarding | 10% | 2,034 |
| 12 | Power BI | 10% | 2,017 |
| 13 | ETL | 10% | 2,014 |
| 14 | Tableau | 10% | 1,984 |
| 15 | Kubernetes | 8.4% | 1,658 |
| 16 | Java | 8.2% | 1,633 |
| 17 | GCP | 8.2% | 1,620 |
| 18 | Project management | 7.9% | 1,559 |
| 19 | Forecasting | 7.2% | 1,423 |
| 20 | DevOps | 6.9% | 1,375 |
| 21 | Pytorch | 6.9% | 1,375 |
| 22 | Audit | 6.9% | 1,360 |
| 23 | Supply chain | 6.3% | 1,257 |
| 24 | Docker | 5.8% | 1,140 |
| 25 | C++ | 5.5% | 1,086 |
Same list for other functions
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