52 active AI roles across 21 companies mention Optimization. Category: Math & Foundations.
New AI postings mentioning Optimization per week — 36 total over 11 weeks.
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.
40 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Amazon | Senior Applied Scientist, Agentic WorkSpaces | Big Tech | 7 | L3 |
| NVIDIA | Senior Math Libraries Engineer - Sparsity in AI | Semiconductors | 7 | L3 |
| JPMorgan Chase | Applied AI/ML Modeling - Vice President | Banking | 7 | L6 |
| Apple | On-Device ML Compiler Engineer, Model Compilation, Graphics, Games & ML | Big Tech | 7 | L3 |
| ByteDance | Vision Algorithm Evaluation Engineer - PICO Lab - San Jose | Big Tech | 7 | L5 |
| Amazon | Data Scientist II (ADBL175) | Big Tech | 7 | L6 |
| Amazon | Senior Data Scientist / Business Intelligence Engineer | Big Tech | 7 | L4 |
| NVIDIA | Senior System Software Engineer - Computer Vision Algorithms and SDK | Semiconductors | 7 | L3 |
| Amazon | Senior Applied Scientist, Amazon Stores Economics & Science (SEAS) | Big Tech | 7 | L6 |
| ByteDance | Machine Learning Engineer - PICO Perception - San Jose | Big Tech | 7 | L3 |