What Middle Data Analytics Jobs Ask For
Across 170 open Middle Data Analytics postings that list skills, the ones mentioned most often are sql, python, etl.
Updated October 27, 2026
170 open Middle Data Analytics postings. The percentages below are measured over the 170 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| sql | 76% |
| python | 66% |
| etl | 56% |
| powerbi | 52% |
| cloud | 48% |
| analytics | 48% |
| tableau | 38% |
| data-modeling | 34% |
| data-warehousing | 34% |
| machine-learning | 31% |
| data-quality | 30% |
| spark | 28% |
| data-visualization | 26% |
| business-intelligence | 25% |
| databricks | 25% |
| looker | 25% |
| api | 24% |
| airflow | 22% |
| azure | 22% |
| networking | 22% |
| aws | 21% |
| elt | 21% |
| delta-lake | 21% |
| ai | 20% |
| ssis | 20% |
| ci-cd | 18% |
| data-analytics | 18% |
| big-data | 17% |
| agile | 16% |
| automation | 16% |
| git | 15% |
| dbt | 15% |
| snowflake | 15% |
| data-pipelines | 14% |
| data-science | 14% |
| gcp | 13% |
| statistics | 13% |
| jira | 12% |
| data-lake | 12% |
| looker-studio | 12% |
"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 170 open Middle Data Analytics jobs →
Across all Data Analytics levels
Most Data Analytics postings never state a level. This wider list covers them too.
- sql 711
- analytics 573
- python 550
- ai 399
- powerbi 336
- cloud 297
- data-quality 293
- data-modeling 269
- tableau 267
- data-analytics 239
- looker 236
- dbt 228