Data Analyst vs Energy Trading Quant & Analyst: what energy employers ask for
As of 9 November 2026, Plutarch tracked 237 open Data Analyst postings and 141 open Energy Trading Quant & Analyst postings at energy employers.
Skills and tools
Share of the postings we could read in full that name each skill: 166 for Data Analyst, 129 for Energy Trading Quant & Analyst.
— means not among those shown on that role's own page, not that no posting names it.
| Skill or tool | Data Analyst | Energy Trading Quant & Analyst |
|---|---|---|
| Python | 46% | 89% |
| Statistics | 28% | 57% |
| SQL | 56% | 38% |
| Power BI | 54% | 13% |
| Energy trading / power markets | — | 48% |
| Excel | 42% | 27% |
| Machine learning | 11% | 26% |
| Tableau | 23% | — |
| C++ | — | 18% |
| Mathematical optimisation | — | 17% |
| R | 11% | 14% |
| SAP | 14% | — |
| Time-series modelling | — | 13% |
| MATLAB | — | 12% |
| Data warehouse or lakehouse | 11% | — |
| ETL / ELT pipelines | 11% | — |
| Azure | 10% | — |
| Load, price or generation forecasting | — | 10% |
| pandas | — | 10% |
| Power systems / grid | — | 10% |
Where the postings are
— means not among those shown on that role's own page, not that no posting names it.
| Country | Data Analyst | Energy Trading Quant & Analyst |
|---|---|---|
| United States | 34% | 39% |
| United Kingdom | 5% | 17% |
| India | 10% | — |
| Singapore | — | 8% |
| Canada | 5% | — |
| France | 4% | — |
| Hong Kong | — | 4% |
| Italy | — | 4% |
How many postings state pay
- Data Analyst: 31 of 109 postings whose pay we could read (28%)
- Energy Trading Quant & Analyst: 31 of 97 postings whose pay we could read (32%)
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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