Streaming Data

Frequently asked questions

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

  Streaming Data is a skill in the "Data Engineering" category. It currently appears in 227 active AI roles across 72 companies in our index.

• Which companies are hiring for Streaming Data?

  The top employers with active AI roles mentioning Streaming Data are: Deloitte (32), Amazon (27), Adobe (15), JPMorgan Chase (9), NVIDIA (8).

• Is demand for Streaming Data growing?

  Over the last 12 weeks, 168 new AI postings mentioned Streaming Data. Demand is rising — up 218% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Streaming Data used?

  Roles requiring Streaming Data are concentrated in: agents (64%), serving infrastructure (12%), data (11%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Streaming Data?

  Job postings that mention Streaming Data most often also require: Machine Learning, Distributed Systems, AWS, Large Language Models (LLMs), Python.