What is Federated Learning and how common is it in AI job postings?

Federated Learning is a skill in the "ML Techniques" category. It currently appears in 23 active AI roles across 10 companies in our index.

Which companies are hiring for Federated Learning?

The top employers with active AI roles mentioning Federated Learning are: Amazon (9), Apple (5), Walmart (2), Workday (1), Visa (1).

Is demand for Federated Learning growing?

Over the last 8 weeks, 17 new AI postings mentioned Federated Learning. Demand has been relatively stable over this period.

At which stage of AI development is Federated Learning used?

Roles requiring Federated Learning are concentrated in: agents (61%), serving infrastructure (17%), application (9%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Federated Learning

23 active AI roles across 10 companies mention Federated Learning. Category: ML Techniques.

Top employers

Amazon9Big Tech Apple5Big Tech Walmart2Retail Workday1Enterprise Visa1Fintech Socure1Vertical AI Pinterest1Consumer Netflix1Big Tech Honeywell1Industrial Fireworks AI1Data AI

Demand trend

New AI postings mentioning Federated Learning per week — 17 total over 8 weeks.

Sector

All Big Tech · 16 Retail · 2 Consumer · 2 Vertical AI · 1 Industrial · 1 Fintech · 1 Enterprise · 1 Data AI · 1 AI Frontier · 1

Function

All Engineering · 20 Research · 4 Product · 2

Status

All Active only

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AI score Recently posted Company A–Z

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2 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Pinterest	Sr. Staff Machine Learning Engineer, Agentic Ads	Consumer	8	L4
Uber	Principal Engineer - Evaluation & Simulation	Consumer	7	L5

Frequently asked questions

What is Federated Learning and how common is it in AI job postings?
Federated Learning is a skill in the "ML Techniques" category. It currently appears in 23 active AI roles across 10 companies in our index.
Which companies are hiring for Federated Learning?
The top employers with active AI roles mentioning Federated Learning are: Amazon (9), Apple (5), Walmart (2), Workday (1), Visa (1).
Is demand for Federated Learning growing?
Over the last 8 weeks, 17 new AI postings mentioned Federated Learning. Demand has been relatively stable over this period.
At which stage of AI development is Federated Learning used?
Roles requiring Federated Learning are concentrated in: agents (61%), serving infrastructure (17%), application (9%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.