New AI postings mentioning Optimization per week — 36 total over 11 weeks.
52 active AI roles across 21 companies mention Optimization. Category: Math & Foundations.
Optimization is a skill in the "Math & Foundations" category. It currently appears in 52 active AI roles across 21 companies in our index.
The top employers with active AI roles mentioning Optimization are: Amazon (16), ByteDance (8), NVIDIA (6), Walmart (2), Together AI (2).
Over the last 11 weeks, 36 new AI postings mentioned Optimization. Demand is rising — up 70% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Optimization are concentrated in: serving infrastructure (35%), agents (33%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Optimization most often also require: Machine Learning, Optimization Methods, Production ML Systems, Data Science, Python.
4 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Together AI | Systems Research Engineer Intern - GPU Programming (Fall 2026) | Data AI | 9 | L3 |
| Together AI | Systems Research Engineer, GPU Programming | Data AI | 9 | L3 |
| Scale AI | ML Systems Engineer, Robotics | Data AI | 8 | L3 |
| Databricks | Senior Applied AI Engineer | Data AI | 8 | L6 |