364 active AI roles across 99 companies mention Feature Engineering. Category: ML Techniques.
New AI postings mentioning Feature Engineering per week — 295 total over 12 weeks.
Feature Engineering is a skill in the "ML Techniques" category. It currently appears in 364 active AI roles across 99 companies in our index.
The top employers with active AI roles mentioning Feature Engineering are: Amazon (35), Deloitte (31), Walmart (11), Affirm (11), JPMorgan Chase (9).
Over the last 12 weeks, 295 new AI postings mentioned Feature Engineering. Demand is rising — up 124% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Feature Engineering are concentrated in: agents (55%), application (16%), serving infrastructure (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Feature Engineering most often also require: Machine Learning, LLM Evaluation & Grading, Python, Model Monitoring, Production ML Systems.
11 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Zendesk | Senior Product Manager, AI Agents Testing | Enterprise | 8 | L5 |
| Adobe | Senior Director, Product Management | Enterprise | 8 | L4 |
| Adobe | Director of Product Management, Media Generation | Enterprise | 8 | L6 |
| Armada | Principal Product Manager, AI | Enterprise | 8 | L6 |
| Oracle | Lead Principal Product Manager, Healthcare AI - Autonomous Coding | Enterprise | 7 | L6 |
| DocuSign | Technical Product Manager - Payment Optimization | Enterprise | 7 | L4 |
| Samsara | CX Strategy Solutions Lead | Enterprise | 7 | L4 |
| Samsara | Senior Manager, Customer Experience Strategy | Enterprise | 7 | L4 |
| Webflow | Senior Product Manager, Developer Productivity | Enterprise | 7 | L4 |
| Datadog | Director, Product Management - AI Observability | Enterprise | 7 | L6 |
| Armada | Director of Product, AI | Enterprise | 7 | L6 |