Most requested AI skills in sales jobs
Key facts
- #1 AI tools in daily work, Using AI in your work: 4.2%
- #2 AI workflow automation, Using AI in your work: 2.4%
- #3 LLM application engineering, Building AI systems: 1.1%
- 19 skills ranked across sales jobs
- Data as of November 2026
- 1AI tools in daily work Using AI in your work4.2%
- 2AI workflow automation Using AI in your work2.4%
- 3LLM application engineering Building AI systems1.1%
- 4AI adoption and change management Leading AI0.66%
- 5Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work0.60%
- 6AI governance and risk Leading AI0.58%
- 7AI strategy and use cases Leading AI0.46%
- 8AI-enabled analytics Using AI in your work0.30%
- 9Responsible AI Leading AI0.30%
- 10Automation platforms (Zapier, n8n, Power Automate) Using AI in your work0.23%
What stands out
- The lead is wide: AI tools in daily work (4.2%) is well clear of Automation platforms (Zapier, n8n, Power Automate) at #10 (0.23%).
- Automation platforms (Zapier, n8n, Power Automate) reaches #10 on a sample of 91 openings, a smaller market than most of the top ten, so its rank can move more from month to month.
- AI tools in daily work is the largest market in the top ten, with 1,680 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 tools in daily work Using AI in your work
4.2%
- Openings naming it
- 1,680
- Median posted pay with it
- $165k
- Pay against all sales openings
- +25%
Based on 1,680 openings.
- 2
AI workflow automation Using AI in your work
2.4%
- Openings naming it
- 948
- Median posted pay with it
- $195k
- Pay against all sales openings
- +48%
Based on 948 openings.
- 3
LLM application engineering Building AI systems
1.1%
- Openings naming it
- 448
- Median posted pay with it
- $187k
- Pay against all sales openings
- +42%
Based on 448 openings.
- 4
AI adoption and change management Leading AI
0.66%
- Openings naming it
- 265
- Median posted pay with it
- $214k
- Pay against all sales openings
- +62%
Based on 265 openings.
- 5
Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work
0.60%
- Openings naming it
- 241
- Median posted pay with it
- $158k
- Pay against all sales openings
- +20%
Based on 241 openings.
- 6
AI governance and risk Leading AI
0.58%
- Openings naming it
- 233
- Median posted pay with it
- $186k
- Pay against all sales openings
- +41%
Based on 233 openings.
- 7
AI strategy and use cases Leading AI
0.46%
- Openings naming it
- 186
- Median posted pay with it
- $240k
- Pay against all sales openings
- +82%
Based on 186 openings.
- 8
AI-enabled analytics Using AI in your work
0.30%
- Openings naming it
- 121
- Median posted pay with it
- $190k
- Pay against all sales openings
- +45%
Based on 121 openings.
- 9
Responsible AI Leading AI
0.30%
- Openings naming it
- 121
- Median posted pay with it
- $200k
- Pay against all sales openings
- +52%
Based on 121 openings.
- 10
Automation platforms (Zapier, n8n, Power Automate) Using AI in your work
0.23%
- Openings naming it
- 91
- Median posted pay with it
- $184k
- Pay against all sales openings
- +40%
Based on 91 openings.
- 11
AI in business apps (Agentforce, Now Assist) Using AI in your work
0.22%
- Openings naming it
- 89
- Median posted pay with it
- $168k
- Pay against all sales openings
- +27%
Based on 89 openings.
- 12
Model training and deep learning Building AI systems
0.20%
- Openings naming it
- 80
- Median posted pay with it
- $233k
- Pay against all sales openings
- +77%
Based on 80 openings.
- 13
MLOps Building AI systems
0.19%
- Openings naming it
- 78
- Median posted pay with it
- $224k
- Pay against all sales openings
- +70%
Based on 78 openings.
- 14
Gen-AI content tools Using AI in your work
0.18%
- Openings naming it
- 72
- Median posted pay with it
- $140k
- Pay against all sales openings
- +6%
Based on 72 openings.
- 15
AI coding assistants Using AI in your work
0.18%
- Openings naming it
- 71
- Median posted pay with it
- $194k
- Pay against all sales openings
- +47%
Based on 71 openings.
- 16
RAG and vector search Building AI systems
0.17%
- Openings naming it
- 68
- Median posted pay with it
- $160k
- Pay against all sales openings
- +22%
Based on 68 openings.
- 17
Machine learning engineering Building AI systems
0.15%
- Openings naming it
- 62
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.15%
Based on 62 openings.
- 18
Prompt design Using AI in your work
0.13%
- Openings naming it
- 53
- Median posted pay with it
- Not enough pay data
- Share of openings
- 0.13%
Based on 53 openings.
- 19
AI evaluation and guardrails Building AI systems
0.11%
- Openings naming it
- 45
- Median posted pay with it
- $203k
- Pay against all sales openings
- +54%
Based on 45 openings.
Full ranking
All 19 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 | 4.2% | 1,680 |
| 2 | AI workflow automation Using AI in your work | 2.4% | 948 |
| 3 | LLM application engineering Building AI systems | 1.1% | 448 |
| 4 | AI adoption and change management Leading AI | 0.66% | 265 |
| 5 | Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work | 0.60% | 241 |
| 6 | AI governance and risk Leading AI | 0.58% | 233 |
| 7 | AI strategy and use cases Leading AI | 0.46% | 186 |
| 8 | AI-enabled analytics Using AI in your work | 0.30% | 121 |
| 9 | Responsible AI Leading AI | 0.30% | 121 |
| 10 | Automation platforms (Zapier, n8n, Power Automate) Using AI in your work | 0.23% | 91 |
| 11 | AI in business apps (Agentforce, Now Assist) Using AI in your work | 0.22% | 89 |
| 12 | Model training and deep learning Building AI systems | 0.20% | 80 |
| 13 | MLOps Building AI systems | 0.19% | 78 |
| 14 | Gen-AI content tools Using AI in your work | 0.18% | 72 |
| 15 | AI coding assistants Using AI in your work | 0.18% | 71 |
| 16 | RAG and vector search Building AI systems | 0.17% | 68 |
| 17 | Machine learning engineering Building AI systems | 0.15% | 62 |
| 18 | Prompt design Using AI in your work | 0.13% | 53 |
| 19 | AI evaluation and guardrails Building AI systems | 0.11% | 45 |
How this ranking works
A AI skill's score is the share of sales 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 sales jobs?
- AI tools in daily work is the most requested AI skill in sales jobs: it is named in 4.2% of openings.
- How many skills are ranked?
- 19 skills have at least 30 openings, so the list has 19 entries.
- How is the ranking calculated?
- A AI skill's score is the share of sales 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 sales jobs,” November 2026 edition. https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-sales-jobs
Link to it: <a href="https://launchyournextchapter.com/rankings/ai-skills-most-requested-in-sales-jobs">Most requested AI skills in sales jobs (NextChapter, November 2026)</a>
Download the data: CSV · JSON. Free to use with a link back.
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