Container Orchestration

Frequently asked questions

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

  Container Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 75 active AI roles across 36 companies in our index.

• Which companies are hiring for Container Orchestration?

  The top employers with active AI roles mentioning Container Orchestration are: OpenAI (11), NVIDIA (9), ByteDance (5), Anthropic (4), Amazon (4).

• Is demand for Container Orchestration growing?

  Over the last 11 weeks, 41 new AI postings mentioned Container Orchestration. Demand is declining — down 35% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Container Orchestration used?

  Roles requiring Container Orchestration are concentrated in: serving infrastructure (47%), agents (37%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.