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	Senior DL Algorithms Engineer - Inference Performance	Semiconductors	9	L3
NVIDIA	Machine Learning Applications and Compiler Engineer, LPX - New College Grad 2026	Semiconductors	9	L3
NVIDIA	Senior Research Engineer - AI Coding Tools	Semiconductors	9	L4
NVIDIA	Senior Software Engineer, AI Inference Systems	Semiconductors	9	L3
Intel	AI Algorithm Research Intern – Neuromorphic Computing	Semiconductors	9	L0
NVIDIA	Senior Deep Learning Software Engineer	Semiconductors	9	L3
NVIDIA	LLM Reinforcement Learning Framework Engineer	Semiconductors	9	L2
NVIDIA	Machine Learning Engineer - Humanoid Robotics	Semiconductors	9	L4
NVIDIA	Senior Applied Researcher, AI Agentic Systems	Semiconductors	9	L4
NVIDIA	Senior Applied AI Researcher, Digital Biology	Semiconductors	9	L4
NVIDIA	Senior Software Engineer, RL Post-Training Frameworks	Semiconductors	9	L2
NVIDIA	Manager, Deep Learning – Autonomous Vehicles and Robotics	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Algorithms Engineer - BioNeMo	Semiconductors	9	L3
NVIDIA	Senior AI Software Engineer, Kernel Libraries	Semiconductors	9	L3
NVIDIA	Senior Software Engineer, AI and DL Kernel Libraries	Semiconductors	9	L3
NVIDIA	Senior DL Software Engineer, Model Optimization and Edge Deployment - Autonomous Vehicles	Semiconductors	9	L3
NVIDIA	Research Scientist - New College Grad 2025	Semiconductors	9	L1
NVIDIA	Senior Deep Learning Software Engineer, LLM Performance	Semiconductors	9	L3
NVIDIA	Senior Machine Learning and Simulation Engineer - Autonomous Vehicles	Semiconductors	9	L2
NVIDIA	Senior Software Engineer - Agentic Memory	Semiconductors	9	L4
Cerebras	ML Research Engineer (Inference)	Semiconductors	9	L3
NVIDIA	Senior Robotics Research Engineer, Robotics and AI for Drug Discovery	Semiconductors	9	L4
Cerebras	Advanced Technology: R&D Engineer - AI/ML, HPC	Semiconductors	9	L3
NVIDIA	Senior Manager, Software Engineering - JAX	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Engineer	Semiconductors	9	L3
NVIDIA	Principal Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles	Semiconductors	9	L4
NVIDIA	Senior DL Algorithms Engineer - Inference Performance	Semiconductors	9	L3
NVIDIA	Principal Deep Learning Senior Engineer, End-To-End Autonomous Driving	Semiconductors	9	L2
NVIDIA	Research Scientist, AI Accelerator Design and VLSI - New College Grad 2026	Semiconductors	9	L3
NVIDIA	Senior Deep Learning Software Engineer, TensorRT Performance	Semiconductors	9	L3

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