Frequently asked questions

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

  Active Learning is a skill in the "ML Techniques" category. It currently appears in 46 active AI roles across 21 companies in our index.

• Which companies are hiring for Active Learning?

  The top employers with active AI roles mentioning Active Learning are: Amazon (7), NVIDIA (5), Adobe (5), Armada (4), Meta (3).

• Is demand for Active Learning growing?

  Over the last 11 weeks, 32 new AI postings mentioned Active Learning. Demand is rising — up 220% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Active Learning used?

  Roles requiring Active Learning are concentrated in: agents (35%), application (26%), post-training (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.