Anomaly Detection

Frequently asked questions

• What is Anomaly Detection and how common is it in AI job postings?

  Anomaly Detection is a skill in the "Applied ML Domains" category. It currently appears in 172 active AI roles across 56 companies in our index.

• Which companies are hiring for Anomaly Detection?

  The top employers with active AI roles mentioning Anomaly Detection are: Amazon (46), Apple (12), Walmart (7), Adobe (7), Oracle (5).

• Is demand for Anomaly Detection growing?

  Over the last 12 weeks, 128 new AI postings mentioned Anomaly Detection. Demand is rising — up 216% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Anomaly Detection used?

  Roles requiring Anomaly Detection are concentrated in: agents (67%), application (14%), serving infrastructure (9%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Anomaly Detection?

  Job postings that mention Anomaly Detection most often also require: Machine Learning, Python, Statistics, Agentic Systems, Data Science.