Few-Shot Learning

Frequently asked questions

• What is Few-Shot Learning and how common is it in AI job postings?

  Few-Shot Learning is a skill in the "ML Techniques" category. It currently appears in 51 active AI roles across 22 companies in our index.

• Which companies are hiring for Few-Shot Learning?

  The top employers with active AI roles mentioning Few-Shot Learning are: Amazon (14), Skydio (4), Instacart (3), Google (3), Adobe (3).

• Is demand for Few-Shot Learning growing?

  Over the last 12 weeks, 36 new AI postings mentioned Few-Shot Learning. Demand is rising — up 233% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Few-Shot Learning used?

  Roles requiring Few-Shot Learning are concentrated in: agents (61%), application (20%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.