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.

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Streaming Data

227 active AI roles across 72 companies mention Streaming Data. Category: Data Engineering.

Demand trend

New AI postings mentioning Streaming Data per week — 168 total over 12 weeks.

Function

All Engineering · 201 Research · 14 Product · 14

Status

All Active only

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AI score Recently posted Company A–Z

FilteredsectorEnterprise×

45 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
CrowdStrike	Sr. Engineer - Data & ML Platform (Hybrid, IND)	Enterprise	7	L3
Adobe	Lead Customer Facing Applied AI Engineer	Enterprise	7	L4
Adobe	Principal Product Manager, Research and AI	Enterprise	7	L6
ZoomInfo	Senior Software Engineer	Enterprise	7	L4
Unity	Senior AI Integrations Engineer	Enterprise	7	L4
Unity	Senior AI Integrations Engineer	Enterprise	7	L4
Adobe	Director of Data Science & Engineering	Enterprise	7	L6
CrowdStrike	Backend Engineer III- Falcon Exposure Management	Enterprise	7	L4
Toast	Staff Software Engineer(MLOps)	Enterprise	7	L3
ZoomInfo	Principal Software Engineer	Enterprise	7	L4
Palantir	Forward Deployed Software Engineer - Autonomous Systems C2	Enterprise	7	L4
MongoDB	Software Engineer, Code Generation	Enterprise	7	L4
MongoDB	Software Engineer, Code Generation	Enterprise	7	L4
Datadog	Senior Applied Scientist	Enterprise	7	L4
Glean	Solutions Architect (PST/EST Customer hours)	Enterprise	7	L4

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.

Streaming Data

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Streaming Data

Top employers

Often paired with

Frequently asked questions