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 12 weeks, 2,368 new AI postings mentioned Machine Learning. Demand is rising — up 149% 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.

← All skills

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 — 2,368 total over 12 weeks.

Function

All Engineering · 2882 Research · 635 Product · 198

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
Cerebras	AI Infrastructure Operations Engineer	Semiconductors	7	L3
Pinterest	Sr. Machine Learning Engineer, Content Shopping	Consumer	7	L6
DoorDash	Staff Software Engineer, Machine Learning - Personalization	Consumer	7	L6
Verkada	Software Engineer - Computer Vision	Enterprise	7	L6
Waabi	Senior / Staff Software Engineer, Motion Planning	Robotics	7	L4
Tenstorrent	Sr. Software Engineer, AI Compiler	Semiconductors	7	L3
Jane Street	Machine Learning Engineer	Quant	7	L3
Instacart	Senior Data Scientist (I & II)	Consumer	7	L6
ByteDance	Machine Learning Engineer, NLP - TikTok E-commerce Knowledge Graph	Big Tech	7	L0
Jane Street	Machine Learning Engineer	Quant	7	L3
Jane Street	Quantitative Researcher	Quant	7	L0
ByteDance	Senior Site Reliability Engineer - Applied Machine Learning	Big Tech	7	L3
Jump Trading	Quantitative Researcher \| Trading Team	Quant	7	L0
Jane Street	Quantitative Researcher	Quant	7	L3
Palantir	Forward Deployed Software Engineer	Enterprise	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 3,712 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 12 weeks, 2,368 new AI postings mentioned Machine Learning. Demand is rising — up 149% 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