Recommendation Systems

Frequently asked questions

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

  Recommendation Systems is a skill in the "Applied ML Domains" category. It currently appears in 373 active AI roles across 69 companies in our index.

• Which companies are hiring for Recommendation Systems?

  The top employers with active AI roles mentioning Recommendation Systems are: Amazon (108), Google (31), JPMorgan Chase (18), Apple (18), Reddit (13).

• Is demand for Recommendation Systems growing?

  Over the last 12 weeks, 251 new AI postings mentioned Recommendation Systems. Demand is rising — up 314% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Recommendation Systems used?

  Roles requiring Recommendation Systems are concentrated in: application (49%), agents (33%), serving infrastructure (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Recommendation Systems?

  Job postings that mention Recommendation Systems most often also require: Machine Learning, Large Language Models (LLMs), Personalization, Ranking & Relevance, Natural Language Processing.