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

Unsupervised Learning is a skill in the "ML Techniques" category. It currently appears in 201 active AI roles across 45 companies in our index.

Which companies are hiring for Unsupervised Learning?

The top employers with active AI roles mentioning Unsupervised Learning are: Amazon (52), Google (24), Capital One (15), Apple (11), NVIDIA (9).

Is demand for Unsupervised Learning growing?

Over the last 11 weeks, 153 new AI postings mentioned Unsupervised Learning. Demand is rising — up 115% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Unsupervised Learning used?

Roles requiring Unsupervised Learning are concentrated in: agents (35%), application (19%), post-training (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Unsupervised Learning?

Job postings that mention Unsupervised Learning most often also require: Machine Learning, Statistics, Python, Supervised Learning, Natural Language Processing.

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Unsupervised Learning

201 active AI roles across 45 companies mention Unsupervised Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Unsupervised Learning per week — 153 total over 11 weeks.

Function

All Engineering · 155 Research · 45 Product · 2

Status

All Active only

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11 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
NVIDIA	Senior Systems Software Engineer, Semiconductor Systems Inspection	Semiconductors	8	L6
NVIDIA	Senior Deep Learning Framework Communications Engineer	Semiconductors	8	L3
Intel	Senior GenAI Software Architect	Semiconductors	8	L4
Intel	GenAI Software Architect	Semiconductors	8	L4
NVIDIA	Manager, AI and Software	Semiconductors	8	L4
NVIDIA	Principal Software Engineer – Large-Scale LLM Memory and Storage Systems	Semiconductors	8	L3
NVIDIA	Infrastructure Software Engineer, Deep Learning Libraries	Semiconductors	7	L4
NVIDIA	Senior HPC AI Cluster Engineer	Semiconductors	7	L3
NVIDIA	Senior Compiler Engineer - AI	Semiconductors	7	L3
NVIDIA	Senior DGX Cloud AI Infrastructure Software Engineer	Semiconductors	7	L3
Cerebras	Staff Site Reliability Engineer – Automation and Platform	Semiconductors	7	L3

Frequently asked questions

What is Unsupervised Learning and how common is it in AI job postings?
Unsupervised Learning is a skill in the "ML Techniques" category. It currently appears in 201 active AI roles across 45 companies in our index.
Which companies are hiring for Unsupervised Learning?
The top employers with active AI roles mentioning Unsupervised Learning are: Amazon (52), Google (24), Capital One (15), Apple (11), NVIDIA (9).
Is demand for Unsupervised Learning growing?
Over the last 11 weeks, 153 new AI postings mentioned Unsupervised Learning. Demand is rising — up 115% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Unsupervised Learning used?
Roles requiring Unsupervised Learning are concentrated in: agents (35%), application (19%), post-training (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Unsupervised Learning?
Job postings that mention Unsupervised Learning most often also require: Machine Learning, Statistics, Python, Supervised Learning, Natural Language Processing.

Unsupervised Learning

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Unsupervised Learning

Top employers

Often paired with

Frequently asked questions