Perception

Frequently asked questions

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

  Perception is a skill in the "ML Techniques" category. It currently appears in 246 active AI roles across 48 companies in our index.

• Which companies are hiring for Perception?

  The top employers with active AI roles mentioning Perception are: Amazon (53), Anduril (44), NVIDIA (20), Shield AI (10), Meta (10).

• Is demand for Perception growing?

  Over the last 12 weeks, 142 new AI postings mentioned Perception. Demand is rising — up 188% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Perception used?

  Roles requiring Perception are concentrated in: agents (48%), application (25%), serving infrastructure (11%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Perception?

  Job postings that mention Perception most often also require: Robotics, Machine Learning, Python, Computer Vision, Software Engineering.