Performance Optimization

Frequently asked questions

• What is Performance Optimization and how common is it in AI job postings?

  Performance Optimization is a skill in the "General Experience & Skills" category. It currently appears in 747 active AI roles across 115 companies in our index.

• Which companies are hiring for Performance Optimization?

  The top employers with active AI roles mentioning Performance Optimization are: NVIDIA (143), Amazon (85), Microsoft (32), Capital One (32), Google (31).

• Is demand for Performance Optimization growing?

  Over the last 12 weeks, 458 new AI postings mentioned Performance Optimization. Demand is rising — up 111% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Performance Optimization used?

  Roles requiring Performance Optimization are concentrated in: serving infrastructure (49%), agents (31%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Performance Optimization?

  Job postings that mention Performance Optimization most often also require: Machine Learning, Python, Computer Architecture, Production ML Systems, Software Engineering.