Frequently asked questions

• What is CI/CD and how common is it in AI job postings?

  CI/CD is a skill in the "Infrastructure & Systems" category. It currently appears in 819 active AI roles across 152 companies in our index.

• Which companies are hiring for CI/CD?

  The top employers with active AI roles mentioning CI/CD are: Amazon (68), NVIDIA (47), JPMorgan Chase (33), Adobe (33), Anduril (30).

• Is demand for CI/CD growing?

  Over the last 12 weeks, 586 new AI postings mentioned CI/CD. Demand is rising — up 135% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is CI/CD used?

  Roles requiring CI/CD are concentrated in: agents (56%), serving infrastructure (19%), application (14%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with CI/CD?

  Job postings that mention CI/CD most often also require: Machine Learning, Python, Agentic Systems, Software Engineering, Distributed Systems.