GPU Computing

Frequently asked questions

• What is GPU Computing and how common is it in AI job postings?

  GPU Computing is a skill in the "Infrastructure & Systems" category. It currently appears in 691 active AI roles across 83 companies in our index.

• Which companies are hiring for GPU Computing?

  The top employers with active AI roles mentioning GPU Computing are: NVIDIA (234), Amazon (44), ByteDance (29), Microsoft (25), Google (25).

• Is demand for GPU Computing growing?

  Over the last 12 weeks, 407 new AI postings mentioned GPU Computing. Demand is rising — up 44% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is GPU Computing used?

  Roles requiring GPU Computing are concentrated in: serving infrastructure (70%), agents (10%), post-training (7%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with GPU Computing?

  Job postings that mention GPU Computing most often also require: Machine Learning, Computer Architecture, Python, PyTorch, Production ML Systems.