Frequently asked questions

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

  Control Systems is a skill in the "Robotics & Embodied" category. It currently appears in 205 active AI roles across 44 companies in our index.

• Which companies are hiring for Control Systems?

  The top employers with active AI roles mentioning Control Systems are: Amazon (45), Anduril (44), JPMorgan Chase (10), Shield AI (8), NVIDIA (8).

• Is demand for Control Systems growing?

  Over the last 12 weeks, 131 new AI postings mentioned Control Systems. Demand is rising — up 119% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Control Systems used?

  Roles requiring Control Systems are concentrated in: agents (53%), application (27%), serving infrastructure (7%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Control Systems?

  Job postings that mention Control Systems most often also require: Robotics, Software Engineering, Machine Learning, Python, Simulation.