What is Few-Shot Learning and how common is it in AI job postings?

Few-Shot Learning is a skill in the "ML Techniques" category. It currently appears in 51 active AI roles across 22 companies in our index.

Which companies are hiring for Few-Shot Learning?

The top employers with active AI roles mentioning Few-Shot Learning are: Amazon (14), Skydio (4), Instacart (3), Google (3), Adobe (3).

Is demand for Few-Shot Learning growing?

Over the last 12 weeks, 36 new AI postings mentioned Few-Shot Learning. Demand is rising — up 233% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Few-Shot Learning used?

Roles requiring Few-Shot Learning are concentrated in: agents (61%), application (20%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Few-Shot Learning

51 active AI roles across 22 companies mention Few-Shot Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Few-Shot Learning per week — 36 total over 12 weeks.

Sector

All Big Tech · 28 Enterprise · 9 Consumer · 6 Defense · 4 Semiconductors · 2 Retail · 2 AI Frontier · 2 Insurance · 1 Hospitality · 1 Fintech · 1 Data AI · 1

Function

All Engineering · 40 Research · 9 Product · 8

Status

All Active only

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5 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Google	Research Scientist, AQUA, DeepMind	Big Tech	10	L4
Amazon	Sr. Applied Scientist, Trust CX Innovations&AI Policy	Big Tech	9	L2
Amazon	Human-Robot Interaction Applied Scientist , Fauna	Big Tech	9	L4
Apple	Machine Learning Engineer — Camera & Photos, Creative Foundations	Big Tech	9	L2
Meta	Research Scientist Intern, Multimodal Contextual AI (PhD)	Big Tech	7	L3

Frequently asked questions

What is Few-Shot Learning and how common is it in AI job postings?
Few-Shot Learning is a skill in the "ML Techniques" category. It currently appears in 51 active AI roles across 22 companies in our index.
Which companies are hiring for Few-Shot Learning?
The top employers with active AI roles mentioning Few-Shot Learning are: Amazon (14), Skydio (4), Instacart (3), Google (3), Adobe (3).
Is demand for Few-Shot Learning growing?
Over the last 12 weeks, 36 new AI postings mentioned Few-Shot Learning. Demand is rising — up 233% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Few-Shot Learning used?
Roles requiring Few-Shot Learning are concentrated in: agents (61%), application (20%), post-training (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Few-Shot Learning

Top employers

Demand trend

Frequently asked questions

Demand trend

Few-Shot Learning

Top employers

Frequently asked questions