What Principal Data Analytics Jobs Ask For
Across 96 open Principal Data Analytics postings that list skills, the ones mentioned most often are analytics, sql, data-analytics.
Updated October 28, 2026
97 open Principal Data Analytics postings. The percentages below are measured over the 96 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| analytics | 90% |
| sql | 65% |
| data-analytics | 61% |
| python | 54% |
| ai | 52% |
| data-quality | 38% |
| data-modeling | 35% |
| business-intelligence | 34% |
| machine-learning | 34% |
| cloud | 33% |
| aws | 32% |
| data-visualization | 31% |
| data-engineering | 30% |
| tableau | 30% |
| statistics | 29% |
| automation | 28% |
| agile | 27% |
| data-governance | 24% |
| data-science | 24% |
| powerbi | 24% |
| observability | 23% |
| azure | 22% |
| agentic-ai | 21% |
| databricks | 19% |
| data-pipelines | 17% |
| spark | 17% |
| etl | 16% |
| gcp | 16% |
| oracle | 16% |
| six-sigma | 16% |
| rdbms | 15% |
| api | 14% |
| go-to-market | 14% |
| sap | 13% |
| ci-cd | 11% |
| data-warehousing | 10% |
| distributed-systems | 10% |
| ai-enablement | 9% |
| snowflake | 9% |
| accessibility | 8% |
"Mentioned in" counts postings that name the skill anywhere — including as a nice-to-have — so treat it as the ceiling, not the bar.
Browse 97 open Principal Data Analytics jobs →
Across all Data Analytics levels
Most Data Analytics postings never state a level. This wider list covers them too.
- analytics 4,769
- sql 4,766
- python 3,392
- powerbi 2,754
- ai 2,581
- data-analytics 2,285
- tableau 2,236
- data-quality 2,044
- cloud 1,789
- business-intelligence 1,753
- automation 1,622
- data-science 1,482