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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293 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
NVIDIA	GPU Performance Engineer - Neural Reconstruction	Semiconductors	8	L3
NVIDIA	Developer Technology Engineer - AI	Semiconductors	8	L3
NVIDIA	Software Engineering Manager, Robotics Neural Reconstruction and Real2Sim Applications	Semiconductors	8	L6
NVIDIA	Senior Applied AI and AI Infrastructure Engineer - Chip Design and DFX	Semiconductors	8	L4
NVIDIA	Applied AI Engineer - VLSI Design	Semiconductors	8	L4
AMD	Senior AI Software Architect - Autonomous Systems	Semiconductors	8	L3
NVIDIA	Deep Learning Computer Architect - New College Grad 2026	Semiconductors	8	L3
Intel	AI Software Engineering Intern	Semiconductors	8	L4
NVIDIA	Manager, Deep Learning Algorithms	Semiconductors	8	L3
NVIDIA	AI Computing Development Engineer, TensorRT and TensorRT-LLM	Semiconductors	8	L3
NVIDIA	Perception Engineer - Autonomous Driving	Semiconductors	8	L6
NVIDIA	Principal Machine Learning Engineer, Accelerated Apache Spark	Semiconductors	8	L4
NVIDIA	Senior AI Engineer, Agents and Developer Workflows	Semiconductors	8	L4
NVIDIA	Senior Systems Engineer, Neural Graphics	Semiconductors	8	L6
NVIDIA	Applied AI Engineer - Silicon Co-Design Group	Semiconductors	8	L4
NVIDIA	Applied AI Engineer - DFT Methodology	Semiconductors	8	L4
NVIDIA	Senior Perception Engineer - Autonomous Vehicles	Semiconductors	8	L6
NVIDIA	Senior Deep Learning Performance Architect	Semiconductors	8	L3
NVIDIA	Machine Learning Applications and Compiler Engineer, LPX - New College Grad 2026	Semiconductors	8	L3
NVIDIA	Senior Scientific Machine Learning Engineer – Earth-2	Semiconductors	8	L2
NVIDIA	Senior Deep Learning Framework Communications Engineer	Semiconductors	8	L3
NVIDIA	Director, System Software Engineering - Metropolis Accelerated and Inferencing Software	Semiconductors	8	L3
NVIDIA	Senior Software Architect - Deep Learning and HPC Communications	Semiconductors	8	L3
NVIDIA	Senior Hardware Architect, Deep Learning GPU and System	Semiconductors	8	L3
NVIDIA	Applied Machine Learning Engineer, Circuit Design - New College Grad 2026	Semiconductors	8	L4
NVIDIA	Senior Applied Machine Learning Engineer - VLSI Design	Semiconductors	8	L4
NVIDIA	Senior Software Engineer, Metropolis Vision AI	Semiconductors	8	L3
NVIDIA	Senior Software Engineer, AI Networking	Semiconductors	8	L3
NVIDIA	Senior Deep Learning Scientist, Speech Synthesis	Semiconductors	8	L0
NVIDIA	Senior AI-Native Systems Software Engineer, TensorRT	Semiconductors	8	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