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 3,650 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 (796), NVIDIA (234), Google (233), Capital One (144), Apple (129).

Is demand for Machine Learning growing?

Over the last 13 weeks, 2,548 new AI postings mentioned Machine Learning. Demand is rising — up 143% 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.

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Machine Learning

3,650 active AI roles across 224 companies mention Machine Learning. Category: ML Techniques.

Demand trend

New AI postings mentioning Machine Learning per week — 2,548 total over 13 weeks.

Function

All Engineering · 3046 Research · 657 Product · 212

Status

All Active only

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2842 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Data Scientist, Labs, SCOT Forecasting and Labs	Big Tech	7	L6
Amazon	Software Engineer II, Search Science Data Infra	Big Tech	7	L0
Amazon	Sr. SDE, Machine Learning, Prime Video Personalization and Discovery	Big Tech	7	L6
Amazon	Software Development Engineer, Prime Video Personalization & Discovery, Prime Video Personalization & Discovery	Big Tech	7	L4
NVIDIA	Senior AI and ML HPC Cluster Engineer	Semiconductors	7	L3
Intel	AI Tools Development Intern	Semiconductors	7	L4
NVIDIA	Developer Technology Engineer – AI	Semiconductors	7	L3
Socure	Senior Data Scientist - International eKYC, Identity Graph	Vertical AI	7	L4
Socure	Senior Data Scientist - Big Data R&D, Identity Graph & KYC	Vertical AI	7	L4
Socure	Data Scientist II - Big Data R&D, Identity Graph & KYC	Vertical AI	7	L0
Unity	Staff Machine Learning Engineer, ML Infrastructure	Enterprise	7	L0
Unity	Staff Machine Learning Engineer, ML Infrastructure	Enterprise	7	L0
Unity	Staff Machine Learning Engineer, ML Infrastructure	Enterprise	7	L0
Unity	Staff Machine Learning Engineer, ML Infrastructure	Enterprise	7	L0
Apple	Machine Learning (MLOps) Engineer	Big Tech	7	L3
Verkada	Senior Backend Engineer - Virtual Guard	Enterprise	7	L4
Replit	Staff Software Engineer, Anti-Abuse & Security	Enterprise	7	L4
Apple	Language Engineer (Swedish), Global Siri	Big Tech	7	L2
Apple	Language Engineer (Polish), Global Siri	Big Tech	7	L2
Affirm	Manager, Machine Learning Engineering (Fraud)	Fintech	7	L6
Affirm	Manager, Machine Learning Engineering (Fraud)	Fintech	7	L6
Reddit	Machine Learning Manager, Notifications Relevance	Consumer	7	L6
Amazon	Senior Software Development Engineer	Big Tech	7	L3
Amazon	Senior Applied Scientist, Insights, Prime Video	Big Tech	7	L6
Amazon	AI/ML Specialist Solutions Architect, Retail, AGS US Specialist SA, Retail	Big Tech	7	L4
Capital One	Manager, Data Science - Emerging ML	Banking	7	L2
Zillow	Senior Machine Learning Engineer	Consumer	7	L4
Capital One	Principal Associate, Data Science - US Card Fraud Authentication Team	Banking	7	L2
Waabi	Research Engineer, Calibration	Robotics	7	L6
Robinhood	Senior Engineering Manager, AI Research and Development	Fintech	7	L6

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 3,650 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 (796), NVIDIA (234), Google (233), Capital One (144), Apple (129).
Is demand for Machine Learning growing?
Over the last 13 weeks, 2,548 new AI postings mentioned Machine Learning. Demand is rising — up 143% 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.

Machine Learning

Top employers

Demand trend

Frequently asked questions

Demand trend

Machine Learning

Top employers

Frequently asked questions