AI Engineer vs AI Product Manager: what energy employers ask for
As of 29 October 2026, Plutarch tracked 168 open AI Engineer postings and 56 open AI Product Manager postings at energy employers.
Skills and tools
Share of the postings we could read in full that name each skill: 139 for AI Engineer, 40 for AI Product Manager.
| Skill or tool | AI Engineer | AI Product Manager |
|---|---|---|
| Python | 73% | 10% |
| LLMs | 63% | 30% |
| AI agents | 50% | 25% |
| RAG | 45% | not listed |
| Azure | 43% | 18% |
| Generative AI | 23% | 33% |
| AWS | 32% | not listed |
| CI/CD | 32% | not listed |
| Machine learning | 32% | 23% |
| SQL | 27% | not listed |
| Cybersecurity | not listed | 25% |
| Git | 20% | not listed |
| MLOps | 19% | not listed |
| TypeScript | 19% | not listed |
| Docker | 18% | not listed |
| API design | 17% | not listed |
| Battery storage | not listed | 15% |
| Agile / Scrum | not listed | 13% |
| Excel | not listed | 13% |
| Energy trading / power markets | not listed | 10% |
| ETL / ELT pipelines | not listed | 10% |
Where the postings are
| Country | AI Engineer | AI Product Manager |
|---|---|---|
| United States | 30% | 32% |
| Germany | not listed | 11% |
| United Kingdom | 7% | 11% |
| India | 10% | 9% |
| Canada | 5% | not listed |
| Singapore | 4% | 4% |
How many postings state pay
- AI Engineer: 38 of 86 postings whose pay we could read (44%)
- AI Product Manager: 12 of 33 postings whose pay we could read (36%)
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.
“Not listed” means the skill, credential or country is not among those shown on that role's own page, not that no posting names it. 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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