Orchestration

Frequently asked questions

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

  Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 506 active AI roles across 130 companies in our index.

• Which companies are hiring for Orchestration?

  The top employers with active AI roles mentioning Orchestration are: NVIDIA (34), Amazon (34), Adobe (26), LangChain (25), Google (16).

• Is demand for Orchestration growing?

  Over the last 13 weeks, 359 new AI postings mentioned Orchestration. Demand is rising — up 213% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Orchestration used?

  Roles requiring Orchestration are concentrated in: agents (67%), serving infrastructure (17%), application (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Orchestration?

  Job postings that mention Orchestration most often also require: Agentic Systems, Machine Learning, Python, System Design, Distributed Systems.