Cybersecurity ML

Frequently asked questions

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

  Cybersecurity ML is a skill in the "ML Ops & Evaluation" category. It currently appears in 274 active AI roles across 64 companies in our index.

• Which companies are hiring for Cybersecurity ML?

  The top employers with active AI roles mentioning Cybersecurity ML are: Amazon (33), CrowdStrike (24), Google (19), OpenAI (16), Visa (15).

• Is demand for Cybersecurity ML growing?

  Over the last 11 weeks, 217 new AI postings mentioned Cybersecurity ML. Demand is rising — up 153% in the last four weeks compared to the earliest four weeks in the window.

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

  Roles requiring Cybersecurity ML are concentrated in: agents (65%), application (12%), evaluation (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Cybersecurity ML?

  Job postings that mention Cybersecurity ML most often also require: Machine Learning, Python, Data Science, Risk Management, Large Language Models (LLMs).