ML
Machine Learning IT skill profile
Also known as ML · Machine Learning · Statistical Learning · AI · AI/ML · Artificial Intelligence · AI/ML Integration · AI/ML Platforms · AI for Engineering Productivity
What recruiters should know
LinkedIn's 2026 Jobs on the Rise report ranked AI Engineer #1 fastest-growing job title in the US, with postings rising 143% YoY in 2025. AI/ML roles totalled 49,200 postings in 2025, up 163% from 2024 (Robert Half). Global demand outstrips supply 3.2:1; average AI engineer salary surged to $206K in 2025. ML engineering market projected at $503B by 2030 at 30.4% CAGR.
In plain terms
Building models that learn from data to make predictions
Industry demand
Overall level
very high
Trend
growing
Top hiring sectors
- Technology & AI Companies
- Healthcare & Life Sciences
- Financial Services
- Manufacturing
- Defence & Government
Proficiency ladder
What each level looks like in the work — behavioural markers, not job titles.
At this level, a developer can…
- Basic ML concepts
- Used scikit-learn
- Followed tutorials
- Simple classification/regression