Cloud Infrastructure

Frequently asked questions

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

  Cloud Infrastructure is a skill in the "Infrastructure & Systems" category. It currently appears in 847 active AI roles across 144 companies in our index.

• Which companies are hiring for Cloud Infrastructure?

  The top employers with active AI roles mentioning Cloud Infrastructure are: Amazon (154), Oracle (44), Google (44), NVIDIA (35), JPMorgan Chase (26).

• Is demand for Cloud Infrastructure growing?

  Over the last 12 weeks, 567 new AI postings mentioned Cloud Infrastructure. Demand is rising — up 262% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Cloud Infrastructure used?

  Roles requiring Cloud Infrastructure are concentrated in: agents (55%), serving infrastructure (23%), application (11%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Cloud Infrastructure?

  Job postings that mention Cloud Infrastructure most often also require: Machine Learning, Distributed Systems, Software Engineering, Python, Agentic Systems.