Frequently asked questions

• What is Multi-Agent Systems and how common is it in AI job postings?

  Multi-Agent Systems is a skill in the "Agents & Autonomy" category. It currently appears in 387 active AI roles across 81 companies in our index.

• Which companies are hiring for Multi-Agent Systems?

  The top employers with active AI roles mentioning Multi-Agent Systems are: Amazon (52), Google (38), Anduril (29), LangChain (24), NVIDIA (18).

• Is demand for Multi-Agent Systems growing?

  Over the last 12 weeks, 280 new AI postings mentioned Multi-Agent Systems. Demand is rising — up 194% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Multi-Agent Systems used?

  Roles requiring Multi-Agent Systems are concentrated in: agents (89%), application (3%), post-training (3%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Multi-Agent Systems?

  Job postings that mention Multi-Agent Systems most often also require: Agentic Systems, Machine Learning, Python, Software Engineering, Large Language Models (LLMs).