Adversarial ML

Frequently asked questions

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

  Adversarial ML is a skill in the "ML Techniques" category. It currently appears in 72 active AI roles across 28 companies in our index.

• Which companies are hiring for Adversarial ML?

  The top employers with active AI roles mentioning Adversarial ML are: OpenAI (13), Google (12), Writer (5), Anthropic (5), Amazon (5).

• Is demand for Adversarial ML growing?

  Over the last 12 weeks, 49 new AI postings mentioned Adversarial ML. Demand is rising — up 144% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Adversarial ML used?

  Roles requiring Adversarial ML are concentrated in: agents (47%), evaluation (24%), post-training (18%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.