Most requested AI skills in operations jobs
Key facts
- #1 AI tools in daily work, Using AI in your work: 2.5%
- #2 AI workflow automation, Using AI in your work: 0.63%
- #3 AI adoption and change management, Leading AI: 0.36%
- 12 skills ranked across operations jobs
- Data as of November 2026
- 1AI tools in daily work Using AI in your work2.5%
- 2AI workflow automation Using AI in your work0.63%
- 3AI adoption and change management Leading AI0.36%
- 4Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work0.33%
- 5AI strategy and use cases Leading AI0.31%
- 6LLM application engineering Building AI systems0.26%
- 7Responsible AI Leading AI0.24%
- 8AI coding assistants Using AI in your work0.18%
- 9Automation platforms (Zapier, n8n, Power Automate) Using AI in your work0.18%
- 10AI governance and risk Leading AI0.16%
What stands out
- The lead is wide: AI tools in daily work (2.5%) is well clear of AI governance and risk at #10 (0.16%).
- AI tools in daily work is the largest market in the top ten, with 1,110 openings behind its figure.
- Skills with fewer than 30 openings are not ranked, and small differences between neighbouring ranks are not meaningful.
Why this ranking matters
What it shows
Postings name specific AI skills, from using AI in everyday work to building AI systems. The share of openings that name a skill shows which ones employers ask for most often.
How to use it
Pick the skill near the top that you can show evidence for, and put it on your résumé with a concrete result. Open the skill's page for the jobs that ask for it.
The top 25
- 1
AI tools in daily work Using AI in your work
2.5%
- Openings naming it
- 1,110
- Median posted pay with it
- $158k
- Pay against all operations openings
- +21%
Based on 1,110 openings.
- 2
AI workflow automation Using AI in your work
0.63%
- Openings naming it
- 280
- Median posted pay with it
- $171k
- Pay against all operations openings
- +31%
Based on 280 openings.
- 3
AI adoption and change management Leading AI
0.36%
- Openings naming it
- 161
- Median posted pay with it
- $216k
- Pay against all operations openings
- +66%
Based on 161 openings.
AI adoption and change management: ranks by month and open jobs
- 4
Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work
0.33%
- Openings naming it
- 150
- Median posted pay with it
- $140k
- Pay against all operations openings
- +8%
Based on 150 openings.
Gen-AI assistants (ChatGPT, Copilot, Claude): ranks by month and open jobs
- 5
AI strategy and use cases Leading AI
0.31%
- Openings naming it
- 137
- Median posted pay with it
- $199k
- Pay against all operations openings
- +53%
Based on 137 openings.
- 6
LLM application engineering Building AI systems
0.26%
- Openings naming it
- 118
- Median posted pay with it
- $158k
- Pay against all operations openings
- +21%
Based on 118 openings.
- 7
Responsible AI Leading AI
0.24%
- Openings naming it
- 107
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.24%
Based on 107 openings.
- 8
AI coding assistants Using AI in your work
0.18%
- Openings naming it
- 80
- Median posted pay with it
- $132k
- Pay against all operations openings
- +2%
Based on 80 openings.
- 9
Automation platforms (Zapier, n8n, Power Automate) Using AI in your work
0.18%
- Openings naming it
- 79
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.18%
Based on 79 openings.
Automation platforms (Zapier, n8n, Power Automate): ranks by month and open jobs
- 10
AI governance and risk Leading AI
0.16%
- Openings naming it
- 73
- Median posted pay with it
- $204k
- Pay against all operations openings
- +57%
Based on 73 openings.
- 11
AI-enabled analytics Using AI in your work
0.14%
- Openings naming it
- 64
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.14%
Based on 64 openings.
- 12
Model training and deep learning Building AI systems
0.09%
- Openings naming it
- 42
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.09%
Based on 42 openings.
Model training and deep learning: ranks by month and open jobs
Full ranking
All 12 skills that qualified, with the figure each is ranked on.
| Rank | Skill | Score | Sample |
|---|---|---|---|
| 1 | AI tools in daily work Using AI in your work | 2.5% | 1,110 |
| 2 | AI workflow automation Using AI in your work | 0.63% | 280 |
| 3 | AI adoption and change management Leading AI | 0.36% | 161 |
| 4 | Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work | 0.33% | 150 |
| 5 | AI strategy and use cases Leading AI | 0.31% | 137 |
| 6 | LLM application engineering Building AI systems | 0.26% | 118 |
| 7 | Responsible AI Leading AI | 0.24% | 107 |
| 8 | AI coding assistants Using AI in your work | 0.18% | 80 |
| 9 | Automation platforms (Zapier, n8n, Power Automate) Using AI in your work | 0.18% | 79 |
| 10 | AI governance and risk Leading AI | 0.16% | 73 |
| 11 | AI-enabled analytics Using AI in your work | 0.14% | 64 |
| 12 | Model training and deep learning Building AI systems | 0.09% | 42 |
The jobs behind this ranking
Open operations jobs, who is hiring for them and what they pay.
- Operations jobs
- Top Operations employers
- Project Manager 2,088
- Construction Project Manager 834
- Project Coordinator 827
- Senior Project Manager 783
- Operations Manager 754
- Facilities Manager 670
- General Manager 667
- Quality Assurance Manager 509
Job titles link to their salary page where pay is posted, otherwise to the open jobs.
How this ranking works
A AI skill's score is the share of operations 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 operations jobs?
- AI tools in daily work is the most requested AI skill in operations jobs: it is named in 2.5% of openings.
- How many skills are ranked?
- 12 skills have at least 30 openings, so the list has 12 entries.
- How is the ranking calculated?
- A AI skill's score is the share of operations 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 operations jobs,” November 2026 edition. https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-operations-jobs
Link to it: <a href="https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-operations-jobs">Most requested AI skills in operations jobs (NextChapter, November 2026)</a>
Download the data: CSV · JSON. Free to use with a link back.
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