Is Your Job
Asking for AI Yet?
We track 22,000+ job postings every week to show you exactly how many roles in your field now require AI skills, and how much more those roles pay.
Find Your Role
Select your function to see AI adoption, salary premium, and what to learn.
The Numbers Behind the Shift
We've tracked 440,000+ job postings since January 2026. Here's what the data shows.
What Percent of Your Job Requires AI?
Percentage of job postings that mention AI skills, by function. Updated weekly from 22,000+ postings.
These numbers are climbing every month. The question isn't whether AI reaches your role. It's whether you're ready when it does.
How It Works
We track 22,000+ job postings every week and break down exactly what's happening with AI in your field.
See Your Role's AI Adoption
What percent of jobs in your function now ask for AI skills. Marketing is at 16%. Engineering is at 27%. Where's your role?
See What It Pays
The same job title pays 32% more on average when it requires AI skills. We show you the gap for your specific role.
Learn What to Do About It
Role-specific guides on the AI tools and skills that actually matter in your field. Not generic advice. Your function, your stack.
Stay Current
Weekly updates on which skills are gaining, which roles are shifting, and where the market is heading. Data, not hype.
Start Learning AI for Your Role
What to learn, what tools to use, and what skills employers actually ask for. Specific to your function.
Marketing
16% of jobs mention AI. +50% salary premium.
Sales
11% of jobs mention AI. +40% salary premium.
HR
6% of jobs mention AI. +40% salary premium.
Finance
7% of jobs mention AI. +47% salary premium.
Legal
13% of jobs mention AI. +42% salary premium.
Operations
12% of jobs mention AI. +41% salary premium.
Writing & Content
25% of jobs mention AI. +41% salary premium.
Design
22% of jobs mention AI. +46% salary premium.
Here's What Monday Morning Looks Like
Salary data and skills demand from 22,351 AI job postings. Five minutes.
RAG appears in 64.1% of 22,351 AI job postings.
| Skill | Mentions | % of Jobs |
|---|---|---|
| RAG RISING | 14,324 | 64.1% |
| AWS RISING | 7,601 | 34.0% |
| Rust | 6,558 | 29.3% |
| Python | 3,310 | 14.8% |
| Azure | 2,197 | 9.8% |
| Role | Median | Sample |
|---|---|---|
| AI/ML Engineer | $154K | 8,743 roles |
| Data Scientist | $198K | 341 roles |
| Product Manager | $205K | 289 roles |
| AI Software Engineer | $252K | 337 roles |
| Research Scientist | $223K | 59 roles |
- RAG leads with 14,324 mentions (64.1% of jobs)
- AI/ML Engineer: $154K median (8,743 roles)
- 60.9% of AI job postings disclose salary ranges
Know What's Changing Before It Hits Your Job
Weekly data on which roles are adding AI requirements, salary shifts, and the skills worth learning right now.
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