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

Active Learning is a skill in the "ML Techniques" category. It currently appears in 46 active AI roles across 21 companies in our index.

Which companies are hiring for Active Learning?

The top employers with active AI roles mentioning Active Learning are: Amazon (7), NVIDIA (5), Adobe (5), Armada (4), Meta (3).

Is demand for Active Learning growing?

Over the last 11 weeks, 32 new AI postings mentioned Active Learning. Demand is rising — up 220% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Active Learning used?

Roles requiring Active Learning are concentrated in: agents (35%), application (26%), post-training (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Active Learning

46 active AI roles across 21 companies mention Active Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Active Learning per week — 32 total over 11 weeks.

Sector

All Big Tech · 16 Enterprise · 14 Semiconductors · 6 AI Frontier · 5 Robotics · 2 Pharma · 2 Banking · 2 Retail · 1 Media · 1 Industrial · 1 Consumer · 1

Function

All Engineering · 40 Research · 11

Status

All Active only

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10 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Applied Scientist, Safe RL, Robotics, SAF Lab	Big Tech	9	L6
Amazon	Senior Applied Scientist, Safe Locomotion, Compass	Big Tech	9	L4
Google	Staff Software Engineer, Quality, Google Cloud, Applied AI	Big Tech	9	L4
Google	Staff Software Engineer, AI Infrastructure, Google Cloud, Applied AI	Big Tech	9	L4
Apple	Machine Learning Engineer, Proactive	Big Tech	9	L2
Apple	Machine Learning Engineer	Big Tech	8	L6
Microsoft	Applied Scientist II and Senior: Microsoft AI Development Acceleration Program, Cambridge	Big Tech	8	L6
Apple	Staff Applied Scientist, AI Quality & Meta Evaluation	Big Tech	8	L5
Amazon	Applied Scientist Manager, Tax Engine	Big Tech	7	L2
Meta	Software Specialist (TL) - AI/ML - Monetisation	Big Tech	7	L4

Frequently asked questions

What is Active Learning and how common is it in AI job postings?
Active Learning is a skill in the "ML Techniques" category. It currently appears in 46 active AI roles across 21 companies in our index.
Which companies are hiring for Active Learning?
The top employers with active AI roles mentioning Active Learning are: Amazon (7), NVIDIA (5), Adobe (5), Armada (4), Meta (3).
Is demand for Active Learning growing?
Over the last 11 weeks, 32 new AI postings mentioned Active Learning. Demand is rising — up 220% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Active Learning used?
Roles requiring Active Learning are concentrated in: agents (35%), application (26%), post-training (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Active Learning

Top employers

Demand trend

Frequently asked questions

Demand trend

Active Learning

Top employers

Frequently asked questions