Cloud ML Platforms

Frequently asked questions

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

  Cloud ML Platforms is a skill in the "Infrastructure & Systems" category. It currently appears in 329 active AI roles across 78 companies in our index.

• Which companies are hiring for Cloud ML Platforms?

  The top employers with active AI roles mentioning Cloud ML Platforms are: Amazon (66), Google (42), JPMorgan Chase (23), Autodesk (15), Apple (9).

• Is demand for Cloud ML Platforms growing?

  Over the last 12 weeks, 261 new AI postings mentioned Cloud ML Platforms. Demand is rising — up 248% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Cloud ML Platforms used?

  Roles requiring Cloud ML Platforms are concentrated in: agents (47%), serving infrastructure (29%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Cloud ML Platforms?

  Job postings that mention Cloud ML Platforms most often also require: Machine Learning, Agentic Systems, Python, Production ML Systems, AWS.