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

Machine Learning is a skill in the "ML Techniques" category. It currently appears in 3,627 active AI roles across 224 companies in our index.

Which companies are hiring for Machine Learning?

The top employers with active AI roles mentioning Machine Learning are: Amazon (794), NVIDIA (233), Google (229), Capital One (143), Apple (129).

Is demand for Machine Learning growing?

Over the last 13 weeks, 2,526 new AI postings mentioned Machine Learning. Demand is rising — up 155% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Machine Learning used?

Roles requiring Machine Learning are concentrated in: agents (39%), application (20%), serving infrastructure (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Machine Learning?

Job postings that mention Machine Learning most often also require: Python, Agentic Systems, Large Language Models (LLMs), Data Science, Software Engineering.

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Machine Learning

3,627 active AI roles across 224 companies mention Machine Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Machine Learning per week — 2,526 total over 13 weeks.

Function

All Engineering · 3046 Research · 657 Product · 212

Status

All Active only

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AI score Recently posted Company A–Z

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3046 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Autodesk	Machine Learning Engineer 3D Geometry/ Multi-Modal	Enterprise	7	L3
Autodesk	Senior Development Manager, Platforms Development AI/ML San Francisco, CA	Enterprise	7	L4
Capital One	Distinguished Engineer - Software Engineering	Banking	7	L4
Shield AI	Staff Software Engineer, Autonomy Behaviors (R4588)	Defense	7	L4
Apple	Machine Learning Engineer- Gen AI	Big Tech	7	L4
JPMorgan Chase	Lead Software Engineer - AI/ML	Banking	7	L3
Snowflake	Principal Data Cloud Architect - Apps	Data AI	7	L6
Spotify	Senior Machine Learning Engineer, Personalization, Music Understanding	Consumer	7	L6
Samsara	Digital Innovation Co-Op – Supply Chain	Enterprise	7

Frequently asked questions

What is Machine Learning and how common is it in AI job postings?
Machine Learning is a skill in the "ML Techniques" category. It currently appears in 3,627 active AI roles across 224 companies in our index.
Which companies are hiring for Machine Learning?
The top employers with active AI roles mentioning Machine Learning are: Amazon (794), NVIDIA (233), Google (229), Capital One (143), Apple (129).
Is demand for Machine Learning growing?
Over the last 13 weeks, 2,526 new AI postings mentioned Machine Learning. Demand is rising — up 155% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Machine Learning used?
Roles requiring Machine Learning are concentrated in: agents (39%), application (20%), serving infrastructure (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Machine Learning?
Job postings that mention Machine Learning most often also require: Python, Agentic Systems, Large Language Models (LLMs), Data Science, Software Engineering.

Machine Learning

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Machine Learning

Top employers

Often paired with

Frequently asked questions