Frequently asked questions

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

  Resource Management is a skill in the "Leadership & Management" category. It currently appears in 181 active AI roles across 60 companies in our index.

• Which companies are hiring for Resource Management?

  The top employers with active AI roles mentioning Resource Management are: Amazon (34), NVIDIA (12), OpenAI (10), Google (10), Replit (8).

• Is demand for Resource Management growing?

  Over the last 12 weeks, 131 new AI postings mentioned Resource Management. Demand is rising — up 137% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Resource Management used?

  Roles requiring Resource Management are concentrated in: agents (44%), serving infrastructure (30%), application (14%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Resource Management?

  Job postings that mention Resource Management most often also require: Machine Learning, System Design, Python, Data Science, Production ML Systems.