AI skills that pay the most
Key facts
- #1 Leading AI teams, Leading AI: $249k
- #2 GPU and CUDA, Building AI systems: $240k
- #3 Model fine-tuning, Building AI systems: $238k
- 24 skills ranked across all job families
- Data as of November 2026
- 1Leading AI teams Leading AI$249k
- 2GPU and CUDA Building AI systems$240k
- 3Model fine-tuning Building AI systems$238k
- 4ML frameworks (PyTorch, TensorFlow) Building AI systems$224k
- 5Model training and deep learning Building AI systems$223k
- 6AI evaluation and guardrails Building AI systems$220k
- 7MLOps Building AI systems$216k
- 8Machine learning engineering Building AI systems$215k
- 9AI product management Leading AI$215k
- 10AI strategy and use cases Leading AI$214k
What stands out
- The top ten is tightly packed: Leading AI teams leads on $249k, and #10 AI strategy and use cases is at $214k.
- Leading AI teams reaches #1 on a sample of 198 openings with pay posted, a smaller market than most of the top ten, so its rank can move more from month to month.
- Model training and deep learning is the largest market in the top ten, with 1,435 openings with pay posted behind its figure.
- Skills with fewer than 20 openings with pay posted are not ranked, and small differences between neighbouring ranks are not meaningful.
Why this ranking matters
What it shows
Roles that name some AI skills post higher pay than roles that do not. This list ranks skills by the median pay of the roles that name them.
How to use it
A higher median means those roles pay more, not that the skill causes the pay. Use it to see where AI skills sit in senior, well-paid roles, then check the roles you want.
The top 25
- 1
Leading AI teams Leading AI
$249k
- Openings naming it
- 723
- Median posted pay with it
- $249k
- Pay against all openings
- +66%
Based on 198 openings.
- 2
GPU and CUDA Building AI systems
$240k
- Openings naming it
- 1,330
- Median posted pay with it
- $240k
- Pay against all openings
- +60%
Based on 455 openings.
- 3
Model fine-tuning Building AI systems
$238k
- Openings naming it
- 758
- Median posted pay with it
- $238k
- Pay against all openings
- +58%
Based on 299 openings.
- 4
ML frameworks (PyTorch, TensorFlow) Building AI systems
$224k
- Openings naming it
- 2,300
- Median posted pay with it
- $224k
- Pay against all openings
- +49%
Based on 641 openings.
ML frameworks (PyTorch, TensorFlow): ranks by month and open jobs
- 5
Model training and deep learning Building AI systems
$223k
- Openings naming it
- 4,721
- Median posted pay with it
- $223k
- Pay against all openings
- +48%
Based on 1,435 openings.
Model training and deep learning: ranks by month and open jobs
- 6
AI evaluation and guardrails Building AI systems
$220k
- Openings naming it
- 2,380
- Median posted pay with it
- $220k
- Pay against all openings
- +46%
Based on 894 openings.
- 7
MLOps Building AI systems
$216k
- Openings naming it
- 3,893
- Median posted pay with it
- $216k
- Pay against all openings
- +44%
Based on 1,153 openings.
- 8
Machine learning engineering Building AI systems
$215k
- Openings naming it
- 5,044
- Median posted pay with it
- $215k
- Pay against all openings
- +43%
Based on 1,417 openings.
- 9
AI product management Leading AI
$215k
- Openings naming it
- 1,451
- Median posted pay with it
- $215k
- Pay against all openings
- +43%
Based on 489 openings.
- 10
AI strategy and use cases Leading AI
$214k
- Openings naming it
- 3,065
- Median posted pay with it
- $214k
- Pay against all openings
- +43%
Based on 652 openings.
- 11
LLM application engineering Building AI systems
$210k
- Openings naming it
- 8,688
- Median posted pay with it
- $210k
- Pay against all openings
- +40%
Based on 2,867 openings.
- 12
AI adoption and change management Leading AI
$210k
- Openings naming it
- 2,875
- Median posted pay with it
- $210k
- Pay against all openings
- +40%
Based on 748 openings.
AI adoption and change management: ranks by month and open jobs
- 13
AI governance and risk Leading AI
$207k
- Openings naming it
- 3,919
- Median posted pay with it
- $207k
- Pay against all openings
- +38%
Based on 1,182 openings.
- 14
RAG and vector search Building AI systems
$203k
- Openings naming it
- 2,767
- Median posted pay with it
- $203k
- Pay against all openings
- +35%
Based on 693 openings.
- 15
AI workflow automation Using AI in your work
$203k
- Openings naming it
- 10,864
- Median posted pay with it
- $203k
- Pay against all openings
- +35%
Based on 3,780 openings.
- 16
AI coding assistants Using AI in your work
$200k
- Openings naming it
- 4,355
- Median posted pay with it
- $200k
- Pay against all openings
- +33%
Based on 1,449 openings.
- 17
Prompt design Using AI in your work
$198k
- Openings naming it
- 1,802
- Median posted pay with it
- $198k
- Pay against all openings
- +32%
Based on 429 openings.
- 18
Responsible AI Leading AI
$193k
- Openings naming it
- 2,446
- Median posted pay with it
- $193k
- Pay against all openings
- +29%
Based on 511 openings.
- 19
AI tools in daily work Using AI in your work
$180k
- Openings naming it
- 19,885
- Median posted pay with it
- $180k
- Pay against all openings
- +20%
Based on 5,996 openings.
- 20
AI in business apps (Agentforce, Now Assist) Using AI in your work
$180k
- Openings naming it
- 687
- Median posted pay with it
- $180k
- Pay against all openings
- +20%
Based on 192 openings.
AI in business apps (Agentforce, Now Assist): ranks by month and open jobs
- 21
AI-enabled analytics Using AI in your work
$178k
- Openings naming it
- 1,260
- Median posted pay with it
- $178k
- Pay against all openings
- +18%
Based on 326 openings.
- 22
Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work
$175k
- Openings naming it
- 3,434
- Median posted pay with it
- $175k
- Pay against all openings
- +17%
Based on 997 openings.
Gen-AI assistants (ChatGPT, Copilot, Claude): ranks by month and open jobs
- 23
Gen-AI content tools Using AI in your work
$170k
- Openings naming it
- 880
- Median posted pay with it
- $170k
- Pay against all openings
- +13%
Based on 282 openings.
- 24
Automation platforms (Zapier, n8n, Power Automate) Using AI in your work
$168k
- Openings naming it
- 1,175
- Median posted pay with it
- $168k
- Pay against all openings
- +12%
Based on 279 openings.
Automation platforms (Zapier, n8n, Power Automate): ranks by month and open jobs
Full ranking
All 24 skills that qualified, with the figure each is ranked on.
| Rank | Skill | Score | Sample |
|---|---|---|---|
| 1 | Leading AI teams Leading AI | $249k | 198 |
| 2 | GPU and CUDA Building AI systems | $240k | 455 |
| 3 | Model fine-tuning Building AI systems | $238k | 299 |
| 4 | ML frameworks (PyTorch, TensorFlow) Building AI systems | $224k | 641 |
| 5 | Model training and deep learning Building AI systems | $223k | 1,435 |
| 6 | AI evaluation and guardrails Building AI systems | $220k | 894 |
| 7 | MLOps Building AI systems | $216k | 1,153 |
| 8 | Machine learning engineering Building AI systems | $215k | 1,417 |
| 9 | AI product management Leading AI | $215k | 489 |
| 10 | AI strategy and use cases Leading AI | $214k | 652 |
| 11 | LLM application engineering Building AI systems | $210k | 2,867 |
| 12 | AI adoption and change management Leading AI | $210k | 748 |
| 13 | AI governance and risk Leading AI | $207k | 1,182 |
| 14 | RAG and vector search Building AI systems | $203k | 693 |
| 15 | AI workflow automation Using AI in your work | $203k | 3,780 |
| 16 | AI coding assistants Using AI in your work | $200k | 1,449 |
| 17 | Prompt design Using AI in your work | $198k | 429 |
| 18 | Responsible AI Leading AI | $193k | 511 |
| 19 | AI tools in daily work Using AI in your work | $180k | 5,996 |
| 20 | AI in business apps (Agentforce, Now Assist) Using AI in your work | $180k | 192 |
| 21 | AI-enabled analytics Using AI in your work | $178k | 326 |
| 22 | Gen-AI assistants (ChatGPT, Copilot, Claude) Using AI in your work | $175k | 997 |
| 23 | Gen-AI content tools Using AI in your work | $170k | 282 |
| 24 | Automation platforms (Zapier, n8n, Power Automate) Using AI in your work | $168k | 279 |
How this ranking works
A skill's score is the median posted annual salary of the 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.
Only skills named in at least 20 openings that post a salary are ranked. A higher median means those roles pay more, not that the skill causes the pay.
Sample bar: skills with fewer than 20 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: ai skills that pay the most?
- Leading AI teams is the AI skill with the highest median posted pay: $249k across the openings that name it, against $150k for all openings in our data.
- How many skills are ranked?
- 24 skills have at least 20 openings with pay posted, so the list has 24 entries.
- How is the ranking calculated?
- A skill's score is the median posted annual salary of the 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. Only skills named in at least 20 openings that post a salary are ranked. A higher median means those roles pay more, not that the skill causes the pay.
- 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, “AI skills that pay the most,” November 2026 edition. https://launchyournextchapter.com/rankings/ai-skills-that-pay-the-most
Link to it: <a href="https://launchyournextchapter.com/rankings/ai-skills-that-pay-the-most">AI skills that pay the most (NextChapter, November 2026)</a>
Download the data: CSV · JSON. Free to use with a link back.
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