114 active AI roles across 32 companies mention Inference Optimization. Category: ML Ops & Evaluation.
New AI postings mentioning Inference Optimization per week — 58 total over 12 weeks.
Inference Optimization is a skill in the "ML Ops & Evaluation" category. It currently appears in 114 active AI roles across 32 companies in our index.
The top employers with active AI roles mentioning Inference Optimization are: Amazon (23), NVIDIA (15), ByteDance (13), OpenAI (7), Microsoft (7).
Over the last 12 weeks, 58 new AI postings mentioned Inference Optimization. Demand is rising — up 61% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Inference Optimization are concentrated in: serving infrastructure (39%), agents (25%), post-training (22%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Inference Optimization most often also require: Machine Learning, Large Language Models (LLMs), PyTorch, GPU Computing, Software Engineering.
5 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Mistral AI | Open-Source Software, Machine Learning Engineer | AI Frontier | 9 | L3 |
| OpenAI | Machine Learning Engineer, Integrity | AI Frontier | 9 | L2 |
| OpenAI | Research Engineer, Applied AI Engineering | AI Frontier | 9 | L6 |
| OpenAI | Engineering Manager, Distillation & Dectection Platform | AI Frontier | 8 | L4 |
| OpenAI | Technical Abuse Investigator | AI Frontier | 7 | L4 |