Skill report · DevOps & MLOps
AI Coding Tools: demand in job postings
AI Coding Tools is named in 13% of the 28,652 tech job postings Mettlespark read in the United States and Canada over the last 180 days (3,745 postings), most often for Applied AI Engineer at 32%, Full-Stack Engineer at 31% and AI Engineer at 25%. When a posting names it, 73% list it as required.
From 28,652 postings in the United States and Canada, April 23, 2026 to October 20, 2026. Updated October 20, 2026. How we count
- Postings naming it
- 3,74513% of all postings
- Required when named
- 73%rather than nice to have
- Senior level or above
- 69%of the postings naming it
- Time to learn
- about 6 hoursfrom zero to job-ready, Mettlespark's estimate
Over time
Its share of postings has risen about 10.2 points since October 2023, comparing like with like, and the rise has sped up lately.
The roles that ask for it most
The share of each role's postings that name AI Coding Tools.
| Role | Share of the role's postings |
|---|---|
| Applied AI Engineer | |
| Full-Stack Engineer | |
| AI Engineer | |
| Software Engineer | |
| Forward Deployed Engineer | |
| MLOps Engineer | |
| Mobile Engineer | |
| Analytics Engineer |
Often asked for alongside
The share of postings naming AI Coding Tools that also name each.
Industries
Where the postings naming it come from.
- Banking & Financial Services13%
- Enterprise Software & SaaS11%
- Healthcare7%
- AI Research & Foundation Models6%
Quick answers
Is AI Coding Tools in demand?
AI Coding Tools is named in 13% of tech job postings in the United States and Canada over the last 180 days, 3,745 postings, and required in 73% of those. Its share of postings has risen about 10.2 points since October 2023, comparing like with like, and the rise has sped up lately.
Which jobs ask for AI Coding Tools?
Applied AI Engineer, Full-Stack Engineer, AI Engineer and Software Engineer postings name it most often: 32% of Applied AI Engineer postings, 31% of Full-Stack Engineer postings, 25% of AI Engineer postings.
What skills go with AI Coding Tools?
Postings that name AI Coding Tools most often also name Python, AI Agents, CI/CD and AWS.
How long does it take to learn AI Coding Tools?
About 6 hours from zero to job-ready, by Mettlespark's estimate; less with the prerequisites already in hand.