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

FilteredsectorSemiconductors×

293 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
NVIDIA	Senior Research Scientist, AI Accelerator Design and VLSI	Semiconductors	9	L3
NVIDIA	Senior Research Scientist, Multi-Modal Language Models	Semiconductors	9	L1
NVIDIA	Senior Deep Learning Performance Architect - LPU	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Communication Architect	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Compiler Engineer - XLA	Semiconductors	9	L3
NVIDIA	Senior Applied Deep Learning Research Scientist, Efficiency	Semiconductors	9	L2
NVIDIA	Principal Deep Learning Engineer – Perception, Autonomous Driving	Semiconductors	9	L6
NVIDIA	Senior Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles	Semiconductors	9	L6
NVIDIA	Senior Deep Learning Engineer	Semiconductors	9	L3
NVIDIA	AI Safety Scientist, Deep Learning	Semiconductors	9	L2
NVIDIA	Senior Systems Software Engineer - Deep Learning Solutions	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Engineer - Model Evaluation & AI Systems	Semiconductors	9	L5
NVIDIA	Deep Learning Senior Engineer, End-To-End Autonomous Driving	Semiconductors	9	L2
NVIDIA	Senior Research Scientist for Generative AI	Semiconductors	9	L2
NVIDIA	Agent RL Infra Engineer	Semiconductors	9	L2
NVIDIA	Director of Engineering, End to End Autonomous Driving	Semiconductors	9	L6
NVIDIA	Director, Perception - Autonomous Vehicles	Semiconductors	9	L6
Cerebras	Applied Machine Learning Research Scientist	Semiconductors	9	L2
Cerebras	Senior ML Systems Engineer	Semiconductors	9	L2
NVIDIA	Senior Research Engineer Neural Reconstruction	Semiconductors	9	L2
NVIDIA	Senior Capability Development Engineer	Semiconductors	9	L4
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
NVIDIA	Research Scientist, AI for Graphics and Gaming - New College Grad 2026	Semiconductors	9	L2
NVIDIA	Research Scientist, Human‑AI Perception and Interaction Research - PhD New College Grad 2026	Semiconductors	9	L2
NVIDIA	Senior AI Algorithms Software Engineer	Semiconductors	9	L6
Cerebras	Applied AI/ML Scientist	Semiconductors	9	L2
NVIDIA	Research Scientist, Robotics Research - PhD New College Grad 2026	Semiconductors	9	L4
NVIDIA	Senior Deep Learning Algorithm Engineer	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Performance Architect	Semiconductors	9	L3
NVIDIA	Senior Research Scientist, Efficient Deep Learning	Semiconductors	9	L2

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

Machine Learning

Top employers

Often paired with

Demand trend

Frequently asked questions