933 active AI roles across 121 companies mention Optimization Methods. Category: ML Techniques.
New AI postings mentioning Optimization Methods per week — 624 total over 13 weeks.
Optimization Methods is a skill in the "ML Techniques" category. It currently appears in 933 active AI roles across 121 companies in our index.
The top employers with active AI roles mentioning Optimization Methods are: Amazon (210), Google (98), Capital One (74), NVIDIA (66), Walmart (52).
Over the last 13 weeks, 624 new AI postings mentioned Optimization Methods. Demand is rising — up 206% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Optimization Methods are concentrated in: agents (32%), serving infrastructure (28%), application (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Optimization Methods most often also require: Machine Learning, Python, Computer Architecture, Large Language Models (LLMs), Production ML Systems.
937 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Amazon | Software Development Engineer III, Annapurna Labs | Big Tech | 7 | L4 |
| ByteDance | Machine Learning Engineer, Search - Local Services Team | Big Tech | 7 | L6 |
| Tenstorrent | Software Engineer, AI Compiler | Semiconductors | 7 | L3 |
| Netflix | Machine Learning Engineer 5 - Ads Platform Engineering | Big Tech | 7 | L3 |
| Meta | Software Engineer (Technical Leadership) | Big Tech | 7 | L6 |
| ByteDance | Senior Research Scientist, Infrastructure System Lab | Big Tech | 7 | L0 |
| ByteDance | Research Scientist, Infrastructure System Lab | Big Tech | 7 | L4 |