Embeddings

Frequently asked questions

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

  Embeddings is a skill in the "LLM & Foundation Models" category. It currently appears in 198 active AI roles across 61 companies in our index.

• Which companies are hiring for Embeddings?

  The top employers with active AI roles mentioning Embeddings are: Google (16), Amazon (14), Apple (13), Walmart (9), JPMorgan Chase (9).

• Is demand for Embeddings growing?

  Over the last 11 weeks, 139 new AI postings mentioned Embeddings. Demand is rising — up 75% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Embeddings used?

  Roles requiring Embeddings are concentrated in: agents (67%), application (11%), serving infrastructure (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Embeddings?

  Job postings that mention Embeddings most often also require: Machine Learning, Large Language Models (LLMs), Python, Production ML Systems, Agentic Systems.