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

Contrastive Learning is a skill in the "ML Techniques" category. It currently appears in 54 active AI roles across 28 companies in our index.

Which companies are hiring for Contrastive Learning?

The top employers with active AI roles mentioning Contrastive Learning are: Amazon (9), Meta (5), Affirm (4), Reddit (3), NVIDIA (3).

Is demand for Contrastive Learning growing?

Over the last 12 weeks, 37 new AI postings mentioned Contrastive Learning. Demand is rising — up 30% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Contrastive Learning used?

Roles requiring Contrastive Learning are concentrated in: agents (31%), application (22%), post-training (22%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Contrastive Learning

54 active AI roles across 28 companies mention Contrastive Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Contrastive Learning per week — 37 total over 12 weeks.

Sector

All Big Tech · 23 Fintech · 8 Consumer · 7 Semiconductors · 3 Robotics · 3 Enterprise · 3 Pharma · 2 Data AI · 2 Banking · 2 AI Frontier · 2 Vertical AI · 1 Retail · 1 Hospitality · 1

Function

All Engineering · 32 Research · 25 Product · 1

Status

All Active only

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32 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Unity	Staff Machine Learning Engineer - Computer Vision & Multi-Modal AI	Enterprise	9	L3
Wayve	Staff Machine Learning Engineer, AV Core	Robotics	9	L2
Socure	Head of Data Science - Identity & Compliance	Vertical AI	9	L4
Amazon	Applied Scientist, Trustworthy Shopping Experience (TSE)	Big Tech	9	L4
Figure AI	Helix AI Engineer, Modeling	Robotics	9	L2
NVIDIA	Principal Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles	Semiconductors	9	L4
NVIDIA	Senior Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles	Semiconductors	9	L6
Pinterest	Distinguished Engineer	Consumer	8	L4
DoorDash	Senior Staff Machine Learning Engineer	Consumer	8	L6
Amazon	Principal Applied Scientist, Personalization	Big Tech	8	L6
Pfizer	Senior Scientist, Computational Biotherapeutics Engineering	Pharma	8	L2
Amazon	Applied Scientist II, Trustworthy Shopping Experience (TSE)	Big Tech	8	L4
Adobe	Machine Learning Engineer 4	Enterprise	8	L2
Amazon	Applied Scientist II, Trustworthy Shopping Experience (TSE)	Big Tech	8	L4
Walmart	Principal, Data Scientist - Personalization	Retail	8	L4
Amazon	Applied Science Manager - Match & Affordances, Amazon Robotics	Big Tech	8	L4
Visa	Senior Machine Learning Scientist	Fintech	8	L2
Apple	Video Machine Learning Engineer, Audio & Media Technologies	Big Tech	8	L2
DoorDash	Principal Machine Learning Engineer, Ads & Promos Delivery	Consumer	8	L4
Reddit	Staff Machine Learning Engineer, Consumer	Consumer	8	L4
World Labs	Research Engineer / Scientist (SLAM)	AI Frontier	8	L4
Reddit	Senior Machine Learning Engineer	Consumer	8	L6
Reddit	Senior Machine Learning Engineer	Consumer	8	L6
Expedia	Machine Learning Scientist III - Personalization	Hospitality	7	L4
Amazon	Applied Scientist, Intelligent Talent Acquisition - Lead Generation & Detection Services	Big Tech	7	L6
Amazon	Senior Applied Scientist, JP Science and Data - AVS ProServe	Big Tech	7	L4
Affirm	Manager, Machine Learning Engineering (Fraud)	Fintech	7	L6
Affirm	Manager, Machine Learning Engineering (Fraud)	Fintech	7	L6
Amazon	Applied Scientist, Intelligent Talent Acquisition - Lead Generation & Detection Services	Big Tech	7	L6
Affirm	Senior Staff Machine Learning Engineer, (ML Underwriting)	Fintech	7	L3

Frequently asked questions

What is Contrastive Learning and how common is it in AI job postings?
Contrastive Learning is a skill in the "ML Techniques" category. It currently appears in 54 active AI roles across 28 companies in our index.
Which companies are hiring for Contrastive Learning?
The top employers with active AI roles mentioning Contrastive Learning are: Amazon (9), Meta (5), Affirm (4), Reddit (3), NVIDIA (3).
Is demand for Contrastive Learning growing?
Over the last 12 weeks, 37 new AI postings mentioned Contrastive Learning. Demand is rising — up 30% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Contrastive Learning used?
Roles requiring Contrastive Learning are concentrated in: agents (31%), application (22%), post-training (22%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Contrastive Learning

Top employers

Demand trend

Frequently asked questions

Demand trend

Contrastive Learning

Top employers

Frequently asked questions