Analytics & BI Specialist vs Data Engineer: what energy employers ask for
As of 9 November 2026, Plutarch tracked 142 open Analytics & BI Specialist postings and 264 open Data Engineer postings at energy employers.
Skills and tools
Share of the postings we could read in full that name each skill: 110 for Analytics & BI Specialist, 221 for Data Engineer.
— means not among those shown on that role's own page, not that no posting names it.
| Skill or tool | Analytics & BI Specialist | Data Engineer |
|---|---|---|
| Python | 36% | 77% |
| SQL | 50% | 74% |
| Power BI | 64% | 22% |
| CI/CD | — | 43% |
| Data warehouse or lakehouse | 18% | 43% |
| Azure | 18% | 42% |
| ETL / ELT pipelines | 14% | 38% |
| Excel | 35% | — |
| Databricks | 13% | 34% |
| AWS | — | 33% |
| Spark | — | 33% |
| Git | — | 30% |
| DevOps | — | 27% |
| Tableau | 22% | — |
| Snowflake | 12% | 21% |
| Airflow | — | 19% |
| dbt | — | 18% |
| Statistics | 17% | — |
| Machine learning | 14% | — |
| SAP | 12% | — |
| Agile / Scrum | 11% | — |
Where the postings are
— means not among those shown on that role's own page, not that no posting names it.
| Country | Analytics & BI Specialist | Data Engineer |
|---|---|---|
| United States | 37% | 41% |
| India | 10% | 11% |
| United Kingdom | — | 9% |
| Canada | 6% | — |
| Philippines | 6% | — |
| Spain | 5% | — |
| Germany | — | 4% |
| Poland | — | 3% |
How many postings state pay
- Analytics & BI Specialist: 25 of 73 postings whose pay we could read (34%)
- Data Engineer: 60 of 162 postings whose pay we could read (37%)
Pay levels are not compared here: each role's figures come from different countries and currencies. They are on each role's own page. Pay disclosure tracks local pay-transparency law more closely than employer policy, so the two rates partly reflect where each role is advertised.
This compares what employers ask for in the two roles; it does not count how many people hold those skills or say that one role can do the other.
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