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.
AI Research
Highest premium of any role at +126%. Median AI salary: $260K. Frontier work at the labs.
Prompt Engineering
+124% premium. Median: $213K. The role didn't exist 3 years ago.
Data & Analytics
30% of postings require AI skills, with a 108% premium. The largest comp delta outside research.
Engineering
27% of engineering jobs ask for AI skills. The 58% premium is the highest in tech.
Product
29% of PM roles want AI skills. AI PMs earn 52% more than traditional PMs.
Cybersecurity
20% of security roles want AI skills. New attack surfaces, new defenses, +48% premium.
Consulting
Consultants who add AI strategy and implementation skills earn 48% more.
Finance
7% adoption and climbing. The +47% premium is one of the highest outside tech.
Marketing
16% of marketing roles now ask for AI skills. Those roles pay 50% more.
Design
22% of design postings mention AI tools like Midjourney and Figma AI. +46% salary premium.
Architecture
Generative design and BIM AI are reshaping the practice. +36% premium for AI-fluent architects.
Real Estate
AI valuation and lead scoring are now standard for top producers. +36% earnings lift.
Legal
13% of legal roles mention AI. Contract review and due diligence are driving it.
Writing & Content
1 in 4 writing jobs now expects AI proficiency. The 41% premium reflects the shift.
Video & Media
25% AI adoption with Sora, Runway, and Descript reshaping production. +46% premium.
Customer Support
30% of support roles want AI fluency. AI is automating tier-1 work; tier-2+ pays 38% more.
Sales
AI shows up in 11% of sales postings, with a 40% salary bump attached.
Operations
12% of ops roles require AI. Automation and workflow optimization are the main use cases.
Project Management
10% of PM jobs require AI skills. AI status reporting, risk forecasting, +37% premium.
Recruiting
18% of recruiter jobs want AI skills. Sourcing automation reshaped the funnel. +35% premium.
HR
Still early at 6%, but HR roles with AI skills pay 40% more than those without.
Education
8% of education roles request AI skills. AI tutoring and adaptive learning drive the premium.
Pharmacy
Clinical decision support and drug interaction AI are now standard. +29% premium.
Nursing
5% adoption today, growing fast as health systems deploy ambient documentation. +22% 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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