CUDA

Frequently asked questions

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

  CUDA is a skill in the "Frameworks & Tools" category. It currently appears in 317 active AI roles across 43 companies in our index.

• Which companies are hiring for CUDA?

  The top employers with active AI roles mentioning CUDA are: NVIDIA (168), Microsoft (17), ByteDance (15), AMD (10), Adobe (9).

• Is demand for CUDA growing?

  Over the last 12 weeks, 168 new AI postings mentioned CUDA. Demand is declining — down 25% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is CUDA used?

  Roles requiring CUDA are concentrated in: serving infrastructure (68%), agents (10%), post-training (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with CUDA?

  Job postings that mention CUDA most often also require: GPU Computing, C++, Python, Machine Learning, Computer Architecture.