What Staff Product Jobs Ask For
Across 853 open Staff Product postings that list skills, the ones mentioned most often are ai, machine-learning, api.
Updated November 3, 2026
909 open Staff Product postings. The percentages below are measured over the 853 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| ai | 79% |
| machine-learning | 35% |
| api | 29% |
| agentic-ai | 28% |
| analytics | 27% |
| cloud | 27% |
| automation | 26% |
| data-science | 23% |
| go-to-market | 22% |
| saas | 22% |
| llm | 19% |
| sql | 12% |
| observability | 10% |
| stakeholder-management | 10% |
| agile | 10% |
| prototyping | 9% |
| user-research | 8% |
| user-stories | 8% |
| fintech | 8% |
| acceptance-criteria | 8% |
| generative-ai | 8% |
| aws | 8% |
| mcp | 7% |
| developer-experience | 7% |
| program-management | 7% |
| networking | 6% |
| ecommerce | 5% |
| azure | 5% |
| cybersecurity | 5% |
| salesforce | 5% |
| data-quality | 5% |
| distributed-systems | 5% |
| gcp | 5% |
| crm | 5% |
| data-pipelines | 5% |
| cloud-native | 4% |
| accessibility | 4% |
| ab-testing | 4% |
| business-development | 4% |
| servicenow | 4% |
"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 909 open Staff Product jobs →
Across all Product levels
Most Product postings never state a level. This wider list covers them too.
- ai 14,755
- agile 9,880
- analytics 8,956
- user-stories 7,177
- api 6,666
- stakeholder-management 5,666
- cloud 5,465
- acceptance-criteria 5,324
- automation 5,282
- saas 4,772
- scrum 4,626
- go-to-market 4,569