Redshift

Frequently asked questions

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

  Redshift is a skill in the "Data Engineering" category. It currently appears in 48 active AI roles across 10 companies in our index.

• Which companies are hiring for Redshift?

  The top employers with active AI roles mentioning Redshift are: Amazon (35), JPMorgan Chase (4), Instacart (2), Upstart (1), Suki AI (1).

• Is demand for Redshift growing?

  Over the last 10 weeks, 38 new AI postings mentioned Redshift. Demand is rising — up 82% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Redshift used?

  Roles requiring Redshift are concentrated in: agents (58%), application (17%), serving infrastructure (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Redshift?

  Job postings that mention Redshift most often also require: Machine Learning, S3, AWS, Generative AI, EMR.