Frequently asked questions

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

  Testing Practices is a skill in the "General Experience & Skills" category. It currently appears in 829 active AI roles across 144 companies in our index.

• Which companies are hiring for Testing Practices?

  The top employers with active AI roles mentioning Testing Practices are: Amazon (210), Google (51), NVIDIA (39), Anduril (39), JPMorgan Chase (28).

• Is demand for Testing Practices growing?

  Over the last 12 weeks, 579 new AI postings mentioned Testing Practices. Demand is rising — up 241% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Testing Practices used?

  Roles requiring Testing Practices are concentrated in: agents (55%), serving infrastructure (17%), application (16%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Testing Practices?

  Job postings that mention Testing Practices most often also require: Software Engineering, Machine Learning, System Design, Computer Architecture, Python.