Frequently asked questions

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

  Generative AI is a skill in the "LLM & Foundation Models" category. It currently appears in 1,576 active AI roles across 123 companies in our index.

• Which companies are hiring for Generative AI?

  The top employers with active AI roles mentioning Generative AI are: Amazon (501), Google (145), Adobe (94), NVIDIA (72), Apple (49).

• Is demand for Generative AI growing?

  Over the last 12 weeks, 1,071 new AI postings mentioned Generative AI. Demand is rising — up 227% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Generative AI used?

  Roles requiring Generative AI are concentrated in: agents (49%), application (19%), serving infrastructure (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Generative AI?

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