Simulation

Frequently asked questions

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

  Simulation is a skill in the "ML Techniques" category. It currently appears in 477 active AI roles across 67 companies in our index.

• Which companies are hiring for Simulation?

  The top employers with active AI roles mentioning Simulation are: Anduril (92), NVIDIA (67), Amazon (53), Google (33), Wayve (14).

• Is demand for Simulation growing?

  Over the last 12 weeks, 299 new AI postings mentioned Simulation. Demand is rising — up 202% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Simulation used?

  Roles requiring Simulation are concentrated in: agents (41%), serving infrastructure (16%), application (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Simulation?

  Job postings that mention Simulation most often also require: Machine Learning, Python, Computer Architecture, C++, Robotics.