Model Compilers & Runtimes

Frequently asked questions

• What is Model Compilers & Runtimes and how common is it in AI job postings?

  Model Compilers & Runtimes is a skill in the "Infrastructure & Systems" category. It currently appears in 138 active AI roles across 31 companies in our index.

• Which companies are hiring for Model Compilers & Runtimes?

  The top employers with active AI roles mentioning Model Compilers & Runtimes are: NVIDIA (36), Amazon (20), ByteDance (11), Cohere (10), Google (8).

• Is demand for Model Compilers & Runtimes growing?

  Over the last 12 weeks, 77 new AI postings mentioned Model Compilers & Runtimes. Demand is rising — up 25% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Model Compilers & Runtimes used?

  Roles requiring Model Compilers & Runtimes are concentrated in: serving infrastructure (71%), 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 Model Compilers & Runtimes?

  Job postings that mention Model Compilers & Runtimes most often also require: GPU Computing, Computer Architecture, Machine Learning, Compiler Design, PyTorch.