Updated April 24, 2026 · Based on 2,347 job listings · Primary category signal: AI & Machine Learning (39.5%)
Demand by Role Category
| Category | Demand % | Trend (30d) | Listings |
|---|---|---|---|
| AI & Machine Learning | 39.5% | ↑ 2.7pp | 885 |
| Data & Analytics | 8.5% | ↓ 14.4pp | 467 |
| Product & Design | 7.6% | ↓ 7.3pp | 125 |
| Software Engineering | 5.4% | ↓ 7.2pp | 451 |
| DevOps & Infrastructure | 2.3% | ↓ 3.1pp | 74 |
| Security | 1.6% | ↓ 7.9pp | 21 |
Who's Asking for Machine Learning?
Top roles: ML Engineer (265), Full Stack Developer (201), Data Scientist (126), AI Engineer (40), Product Manager (37)
Top companies: Capital One (82), Recruiting From Scratch (44), coinbase (44), databricks (34), anthropic (32)
Seniority breakdown: senior: 58.7% · mid: 39.8% · entry: 1.5%
Commonly Paired With
Skills that appear alongside Machine Learning most frequently:
- AWS — 40.2% co-occurrence
- Stakeholder Mgmt — 35.4% co-occurrence
- Python — 35.2% co-occurrence
- Scala — 31.0% co-occurrence
- Excel — 28.3% co-occurrence
- Llms / Genai — 26.3% co-occurrence
- SQL — 22.2% co-occurrence
- Node.js — 21.5% co-occurrence
Salary Signal
For roles requiring Machine Learning, published pay clusters around a $168,251 median, spanning $112,005 (25th percentile) to $211,200 (75th percentile), with top-end listings reaching $400,000.
Based on 429 listings with published compensation.
Trend
Market demand is increasing for Machine Learning, now at 39.5% with a +2.7 percentage points monthly move driven by AI & Machine Learning listings.
Frequently Asked Questions
How in demand is Machine Learning right now?
Machine Learning appears in 2,347 active listings. In AI & Machine Learning, demand is 39.5% with a 30-day move of +2.7 percentage points. The direction is positive, indicating expanding market pull.
What salary can I expect if I know Machine Learning?
Our current compensation sample (429 listings) places Machine Learning at a $168,251 median and an interquartile band from $112,005 to $211,200.
What skills pair well with Machine Learning?
The most common companions to Machine Learning are AWS, Stakeholder Mgmt and Python. Hiring teams frequently bundle these skills in the same role scope, so learning them together usually improves interview fit.
Data sourced from 2,347 active job listings via Greenhouse, Lever and Ashby. Updated weekly. About our data & methodology.