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 3,539 active AI roles across 223 companies in our index.

Which companies are hiring for Machine Learning?

The top employers with active AI roles mentioning Machine Learning are: Amazon (778), NVIDIA (230), Google (221), Capital One (140), Apple (129).

Is demand for Machine Learning growing?

Over the last 13 weeks, 2,496 new AI postings mentioned Machine Learning. Demand is rising — up 174% 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

3,539 active AI roles across 223 companies mention Machine Learning. Category: ML Techniques.

Top employers

Amazon778Big Tech NVIDIA230Semiconductors Google221Big Tech Capital One140Banking Apple129Big Tech JPMorgan Chase120Banking Adobe88Enterprise OpenAI73AI Frontier Walmart70Retail Microsoft65Big Tech Meta45Big Tech ByteDance45Big Tech Mistral AI37AI Frontier Anduril

Demand trend

New AI postings mentioning Machine Learning per week — 2,496 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

3915 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Cognite	Data Scientist Manager	Industrial	7	L6
New Relic	Senior Data Scientist	Enterprise	7	L4
OpenAI	Technical Lead Manager, Data Engineering, Trust & Safety	AI Frontier	7	L0
Oracle	AI Platform Reliability Engineer	Enterprise	7	L4
Amazon	Software Development Engineer, FinTech - Machine Learning	Big Tech	7	L6
Amazon	Professional Services III AMZ13646.13	Big Tech	7	L3
NVIDIA	Senior Deep Learning Hardware Modeling Architect - LPU	Semiconductors	7	L3
Adobe	Senior AI Platform Engineer	Enterprise	7	L3
Expedia	Machine Learning Scientist III	Hospitality	7	L6
NVIDIA	Senior Compiler Engineer - DL	Semiconductors

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 3,539 active AI roles across 223 companies in our index.
Which companies are hiring for Machine Learning?
The top employers with active AI roles mentioning Machine Learning are: Amazon (778), NVIDIA (230), Google (221), Capital One (140), Apple (129).
Is demand for Machine Learning growing?
Over the last 13 weeks, 2,496 new AI postings mentioned Machine Learning. Demand is rising — up 174% 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

Demand trend

Frequently asked questions

Demand trend

Machine Learning

Top employers

Often paired with

Frequently asked questions