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 3,712 active AI roles across 227 companies in our index.

Which companies are hiring for Machine Learning?

The top employers with active AI roles mentioning Machine Learning are: Amazon (810), Google (244), NVIDIA (236), Capital One (148), Apple (132).

Is demand for Machine Learning growing?

Over the last 13 weeks, 2,370 new AI postings mentioned Machine Learning. Demand is rising — up 290% 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 (19%), serving infrastructure (18%). 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, Data Science, Large Language Models (LLMs), Computer Architecture.

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Machine Learning

3,712 active AI roles across 227 companies mention Machine Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Machine Learning per week — 2,370 total over 13 weeks.

Function

All Engineering · 2882 Research · 635 Product · 198

Status

All Active only

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AI score Recently posted Company A–Z

FilteredsectorVertical AI×

73 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Socure	Data Scientist II - Global Watchlist	Vertical AI	7	L6
Cresta	Conversational Design, Demo Engineer	Vertical AI	7	L4
Cresta	Senior Software Engineer, Backend (AI Agent)	Vertical AI	7	L4
Decagon	Senior Software Engineer, Enterprise Product	Vertical AI	7	L4
OpenEvidence	Software Engineer, Product	Vertical AI	7	L6
Cresta	Forward Deployed Engineering Intern (AI Agent)	Vertical AI	7	L4
Cresta	AI Quality Assurance Intern	Vertical AI	7	L5
Socure	Head of Engineering – Agentic Workflows and Internal Tools	Vertical AI	7	L4
Cresta	Associate Forward Deployed Product Manager	Vertical AI	7	L4
Cresta	Strategic Solutions Engineer, East	Vertical AI	7	L4
Cresta	Associate Conversational AI Designer	Vertical AI	7	L2
Abridge	Senior Data Scientist	Vertical AI	7	L5
Cresta	Senior Software Engineer, Backend (AI Agent Integrations)	Vertical AI	7	L4

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 3,712 active AI roles across 227 companies in our index.
Which companies are hiring for Machine Learning?
The top employers with active AI roles mentioning Machine Learning are: Amazon (810), Google (244), NVIDIA (236), Capital One (148), Apple (132).
Is demand for Machine Learning growing?
Over the last 13 weeks, 2,370 new AI postings mentioned Machine Learning. Demand is rising — up 290% 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 (19%), serving infrastructure (18%). 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, Data Science, Large Language Models (LLMs), Computer Architecture.

Machine Learning

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Machine Learning

Top employers

Often paired with

Frequently asked questions