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

Transfer Learning is a skill in the "ML Techniques" category. It currently appears in 51 active AI roles across 21 companies in our index.

Which companies are hiring for Transfer Learning?

The top employers with active AI roles mentioning Transfer Learning are: Capital One (23), Adobe (4), Databricks (3), NVIDIA (2), Meta (2).

Is demand for Transfer Learning growing?

Over the last 11 weeks, 31 new AI postings mentioned Transfer Learning. Demand is declining — down 33% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Transfer Learning used?

Roles requiring Transfer Learning are concentrated in: post-training (43%), pre-training (22%), agents (18%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Transfer Learning

51 active AI roles across 21 companies mention Transfer Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Transfer Learning per week — 31 total over 11 weeks.

Sector

All Banking · 24 Big Tech · 8 Enterprise · 6 Data AI · 4 Consumer · 4 Semiconductors · 2 Fintech · 2 Robotics · 1 Retail · 1 Media · 1 Healthcare · 1 Consulting · 1 AI Frontier · 1

Function

All Research · 36 Engineering · 16 Product · 4

Status

All Active only

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15 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Deloitte	Agentic AI Engineer — Healthcare AI	Consulting	9	L4
Target	Lead Engineer - GenAI	Retail	9	L4
Disney	Sr Staff R&D Engineer	Media	9	L2
Zillow	Principal Applied Scientist, Agentic AI	Consumer	9	L2
Cohere	Senior Member of Technical Staff, Multimodal AI	AI Frontier	9	L2
Reddit	Staff Machine Learning Systems Engineer, Embeddings Platform	Consumer	8	L3
Instacart	Senior Software Engineer II, AI Labs & Foundations	Consumer	8	L4
Google	Forward Deployed Engineer, GenAI, Google Cloud (Japanese, English)	Big Tech	8	L4
Adobe	Principal Engineer AI/ML	Enterprise	8	L6
NVIDIA	Senior Perception Engineer - Autonomous Vehicles	Semiconductors	8	L6
Microsoft	Principal Research Software Engineer	Big Tech	8	L4
Armada	AI Engineer	Enterprise	8	L3
Block	Senior Machine Learning Engineer, Risk Modeling	Fintech	7	L6
Apptronik	Senior Staff Software Engineer - Deployment & Interaction	Robotics	7	L6
Adobe	Research Engineer	Enterprise	7	L3

Frequently asked questions

What is Transfer Learning and how common is it in AI job postings?
Transfer Learning is a skill in the "ML Techniques" category. It currently appears in 51 active AI roles across 21 companies in our index.
Which companies are hiring for Transfer Learning?
The top employers with active AI roles mentioning Transfer Learning are: Capital One (23), Adobe (4), Databricks (3), NVIDIA (2), Meta (2).
Is demand for Transfer Learning growing?
Over the last 11 weeks, 31 new AI postings mentioned Transfer Learning. Demand is declining — down 33% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Transfer Learning used?
Roles requiring Transfer Learning are concentrated in: post-training (43%), pre-training (22%), agents (18%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Transfer Learning

Top employers

Demand trend

Frequently asked questions

Demand trend

Transfer Learning

Top employers

Frequently asked questions