What is Dataflow and how common is it in AI job postings?

Dataflow is a skill in the "Cloud Platforms" category. It currently appears in 69 active AI roles across 30 companies in our index.

Which companies are hiring for Dataflow?

The top employers with active AI roles mentioning Dataflow are: Salesforce (15), NVIDIA (5), Cohere (5), Toast (4), Google (4).

Is demand for Dataflow growing?

Over the last 12 weeks, 47 new AI postings mentioned Dataflow. Demand is rising — up 417% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Dataflow used?

Roles requiring Dataflow are concentrated in: agents (52%), serving infrastructure (22%), data (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Dataflow?

Job postings that mention Dataflow most often also require: Python, Data Pipelines, Software Engineering, Agentic Systems, Large Language Models (LLMs).

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Dataflow

69 active AI roles across 30 companies mention Dataflow. Category: Cloud Platforms.

Demand trend

New AI postings mentioning Dataflow per week — 47 total over 12 weeks.

Sector

All Enterprise · 25 Big Tech · 10 AI Frontier · 9 Semiconductors · 7 Consumer · 4 Telecom · 2 Robotics · 2 Retail · 2 Banking · 2 Auto · 2 Media · 1 Healthcare · 1 Fintech · 1 Data AI · 1

Function

All Engineering · 58 Product · 7 Research · 4

Status

All Active only

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58 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Cohere	Senior Member of Technical Staff, Web Data	AI Frontier	9	L0
NVIDIA	Machine Learning Applications and Compiler Engineer, LPX - New College Grad 2026	Semiconductors	9	L3
Microsoft	Member of Technical Staff - Pretraining Text Data	Big Tech	9	L0
Cohere	Member of Technical Staff, Pre-Training Data	AI Frontier	9	L0
Salesforce	Agentforce Forward Deployed Engineer	Enterprise	8	L4
Salesforce	Agentforce Forward Deployed Engineer	Enterprise	8	L4
Salesforce	AI Engineer - Forward Deployed Engineer (Multiple Levels)	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Salesforce	AI Engineer - Forward Deployed Engineer (Multiple Levels)	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Salesforce	AI Forward Deployed Engineer (Senior/ Lead/Principal)	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Salesforce	Forward Deployed Engineer	Enterprise	8	L4
Autodesk	Senior Machine Learning Test Engineer United Kingdom	Enterprise	8	L5
Google	Senior Software Engineer, AI/ML, AI Garage	Big Tech	8	L3
Google	AI/ML Infrastructure Software Engineer	Big Tech	8	L3
NVIDIA	Machine Learning Applications and Compiler Engineer, LPX - New College Grad 2026	Semiconductors	8	L3
Cohere	Data Engineer	AI Frontier	8	L0
NVIDIA	Senior Machine Learning Applications and Compiler Engineer, LPX	Semiconductors	8	L3
NVIDIA	Senior Machine Learning Applications and Compiler Engineer, LPX	Semiconductors	8	L3
Pinterest	Staff Software Engineer, Ads Measurement Signal	Consumer	8	L4
Salesforce	Missionforce - Senior/Lead Forward Deployed Engineer (FDE), Public Sector	Enterprise	8	L4
OpenAI	Software Engineer, Marketing Innovation	AI Frontier	8	L4
OpenAI	Product Engineer, Marketing Innovation	AI Frontier	8	L4
Cohere	Member of Technical Staff, Synthetic Data	AI Frontier	8	L0
Nuro	Software Engineer, ML Infrastructure	Robotics	7	L3
Nuro	Senior Software Engineer, ML Infrastructure	Robotics	7	L0
Salesforce	AI Forward Deployed Engineer (Senior/Lead/Principal)	Enterprise	7	L4

Frequently asked questions

What is Dataflow and how common is it in AI job postings?
Dataflow is a skill in the "Cloud Platforms" category. It currently appears in 69 active AI roles across 30 companies in our index.
Which companies are hiring for Dataflow?
The top employers with active AI roles mentioning Dataflow are: Salesforce (15), NVIDIA (5), Cohere (5), Toast (4), Google (4).
Is demand for Dataflow growing?
Over the last 12 weeks, 47 new AI postings mentioned Dataflow. Demand is rising — up 417% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Dataflow used?
Roles requiring Dataflow are concentrated in: agents (52%), serving infrastructure (22%), data (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Dataflow?
Job postings that mention Dataflow most often also require: Python, Data Pipelines, Software Engineering, Agentic Systems, Large Language Models (LLMs).

Dataflow

Top employers

Often paired with

Demand trend

Frequently asked questions

Dataflow

Top employers

Often paired with

Demand trend

Frequently asked questions