Most requested AI skills in product jobs
Key facts
- #1 AI product management, Leading AI: 17.8%
- #2 AI tools in daily work, Using AI in your work: 16.0%
- #3 AI workflow automation, Using AI in your work: 12.6%
- 20 skills ranked across product jobs
- Data as of November 2026
- 1AI product management Leading AI17.8%
- 2AI tools in daily work Using AI in your work16.0%
- 3AI workflow automation Using AI in your work12.6%
- 4LLM application engineering Building AI systems7.5%
- 5AI coding assistants Using AI in your work3.4%
- 6AI governance and risk Leading AI3.3%
- 7AI strategy and use cases Leading AI3.0%
- 8AI evaluation and guardrails Building AI systems2.9%
- 9Responsible AI Leading AI2.3%
- 10Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work2.3%
What stands out
- The lead is wide: AI product management (17.8%) is well clear of Gen-AI assistants (ChatGPT, Copilot, Claude) at #10 (2.3%).
- AI product management is the largest market in the top ten, with 1,272 openings behind its figure.
- Skills with fewer than 30 openings are not ranked, and small differences between neighbouring ranks are not meaningful.
The top 25
- 1
AI product management Leading AI
17.8%
- Openings naming it
- 1,272
- Median posted pay with it
- $213k
- Pay against all product openings
- +7%
Based on 1,272 openings.
- 2
AI tools in daily work Using AI in your work
16.0%
- Openings naming it
- 1,145
- Median posted pay with it
- $200k
- Pay against all product openings
- −0%
Based on 1,145 openings.
- 3
AI workflow automation Using AI in your work
12.6%
- Openings naming it
- 896
- Median posted pay with it
- $220k
- Pay against all product openings
- +10%
Based on 896 openings.
- 4
LLM application engineering Building AI systems
7.5%
- Openings naming it
- 538
- Median posted pay with it
- $224k
- Pay against all product openings
- +12%
Based on 538 openings.
- 5
AI coding assistants Using AI in your work
3.4%
- Openings naming it
- 241
- Median posted pay with it
- $210k
- Pay against all product openings
- +5%
Based on 241 openings.
- 6
AI governance and risk Leading AI
3.3%
- Openings naming it
- 233
- Median posted pay with it
- $216k
- Pay against all product openings
- +8%
Based on 233 openings.
- 7
AI strategy and use cases Leading AI
3.0%
- Openings naming it
- 216
- Median posted pay with it
- $208k
- Pay against all product openings
- +4%
Based on 216 openings.
- 8
AI evaluation and guardrails Building AI systems
2.9%
- Openings naming it
- 205
- Median posted pay with it
- $225k
- Pay against all product openings
- +12%
Based on 205 openings.
- 9
Responsible AI Leading AI
2.3%
- Openings naming it
- 165
- Median posted pay with it
- $175k
- Pay against all product openings
- −13%
Based on 165 openings.
- 10
Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work
2.3%
- Openings naming it
- 164
- Median posted pay with it
- $210k
- Pay against all product openings
- +5%
Based on 164 openings.
- 11
Model training and deep learning Building AI systems
2.3%
- Openings naming it
- 162
- Median posted pay with it
- $223k
- Pay against all product openings
- +11%
Based on 162 openings.
- 12
AI adoption and change management Leading AI
2.0%
- Openings naming it
- 143
- Median posted pay with it
- $225k
- Pay against all product openings
- +12%
Based on 143 openings.
- 13
RAG and vector search Building AI systems
1.6%
- Openings naming it
- 113
- Median posted pay with it
- $220k
- Pay against all product openings
- +10%
Based on 113 openings.
- 14
MLOps Building AI systems
1.5%
- Openings naming it
- 109
- Median posted pay with it
- $230k
- Pay against all product openings
- +15%
Based on 109 openings.
- 15
Machine learning engineering Building AI systems
1.4%
- Openings naming it
- 101
- Median posted pay with it
- $210k
- Pay against all product openings
- +5%
Based on 101 openings.
- 16
Prompt design Using AI in your work
1.3%
- Openings naming it
- 95
- Median posted pay with it
- $216k
- Pay against all product openings
- +8%
Based on 95 openings.
- 17
AI-enabled analytics Using AI in your work
1.2%
- Openings naming it
- 83
- Median posted pay with it
- $200k
- Pay against all product openings
- +0%
Based on 83 openings.
- 18
Automation platforms (Zapier, n8n, Power Automate) Using AI in your work
0.64%
- Openings naming it
- 46
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.64%
Based on 46 openings.
- 19
AI in business apps (Agentforce, Now Assist) Using AI in your work
0.60%
- Openings naming it
- 43
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.60%
Based on 43 openings.
- 20
Leading AI teams Leading AI
0.48%
- Openings naming it
- 34
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.48%
Based on 34 openings.
Full ranking
All 20 skills that qualified, with the figure each is ranked on.
| Rank | Skill | Score | Sample |
|---|---|---|---|
| 1 | AI product management Leading AI | 17.8% | 1,272 |
| 2 | AI tools in daily work Using AI in your work | 16.0% | 1,145 |
| 3 | AI workflow automation Using AI in your work | 12.6% | 896 |
| 4 | LLM application engineering Building AI systems | 7.5% | 538 |
| 5 | AI coding assistants Using AI in your work | 3.4% | 241 |
| 6 | AI governance and risk Leading AI | 3.3% | 233 |
| 7 | AI strategy and use cases Leading AI | 3.0% | 216 |
| 8 | AI evaluation and guardrails Building AI systems | 2.9% | 205 |
| 9 | Responsible AI Leading AI | 2.3% | 165 |
| 10 | Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work | 2.3% | 164 |
| 11 | Model training and deep learning Building AI systems | 2.3% | 162 |
| 12 | AI adoption and change management Leading AI | 2.0% | 143 |
| 13 | RAG and vector search Building AI systems | 1.6% | 113 |
| 14 | MLOps Building AI systems | 1.5% | 109 |
| 15 | Machine learning engineering Building AI systems | 1.4% | 101 |
| 16 | Prompt design Using AI in your work | 1.3% | 95 |
| 17 | AI-enabled analytics Using AI in your work | 1.2% | 83 |
| 18 | Automation platforms (Zapier, n8n, Power Automate) Using AI in your work | 0.64% | 46 |
| 19 | AI in business apps (Agentforce, Now Assist) Using AI in your work | 0.60% | 43 |
| 20 | Leading AI teams Leading AI | 0.48% | 34 |
How this ranking works
A AI skill's score is the share of product open professional roles whose posting names it, read by our AI-skill tagger from the full posting text across 24 AI skills in three groups: using AI in your work, leading AI, and building AI systems.
Only skills named in at least 30 openings are ranked.
Sample bar: skills with fewer than 30 openings are not ranked.
Sources: NextChapter job data: open professional roles on employer career sites, verified in the last week. Data as of November 2026.
Our job data covers professional roles on the career sites of employers we track, so figures describe that market, not every job. Spot an error? Tell us.
Questions
- Which skill ranks first: most requested ai skills in product jobs?
- AI product management is the most requested AI skill in product jobs: it is named in 17.8% of openings.
- How many skills are ranked?
- 20 skills have at least 30 openings, so the list has 20 entries.
- How is the ranking calculated?
- A AI skill's score is the share of product open professional roles whose posting names it, read by our AI-skill tagger from the full posting text across 24 AI skills in three groups: using AI in your work, leading AI, and building AI systems. Only skills named in at least 30 openings are ranked.
- How often is it updated?
- Every month. This is the November 2026 edition. Older editions stay on this site at their own dated addresses.
More rankings
Cite this ranking
NextChapter, “Most requested AI skills in product jobs,” November 2026 edition. https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-product-jobs
Link to it: <a href="https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-product-jobs">Most requested AI skills in product jobs (NextChapter, November 2026)</a>
Download the data: CSV · JSON. Free to use with a link back.
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