Frequently asked questions

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

  AWS is a skill in the "Infrastructure & Systems" category. It currently appears in 953 active AI roles across 113 companies in our index.

• Which companies are hiring for AWS?

  The top employers with active AI roles mentioning AWS are: Amazon (281), Capital One (172), Deloitte (53), JPMorgan Chase (47), Autodesk (25).

• Is demand for AWS growing?

  Over the last 12 weeks, 697 new AI postings mentioned AWS. Demand is rising — up 169% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is AWS used?

  Roles requiring AWS are concentrated in: agents (55%), serving infrastructure (21%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with AWS?

  Job postings that mention AWS most often also require: Machine Learning, Python, GCP, Azure, Agentic Systems.