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.

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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 — 2,368 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

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3712 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Capital One	Applied Researcher I (AI Foundations, LLM Core and Agentic AI)	Banking	9	L2
Cerebras	Advanced Technology: R&D Engineer - AI/ML, HPC	Semiconductors	9	L3
NVIDIA	Senior Manager, Software Engineering - JAX	Semiconductors	9	L3
Salesforce	Research Scientist - Salesforce AI Research	Enterprise	9	L2
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
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
Adobe	Machine Learning Engineer	Enterprise	9	L4
Adobe	Applied Scientist	Enterprise	9	L2
Adobe	Applied Scientist, Generative AI/ML	Enterprise	9	L2
Adobe	Senior Staff Applied Scientist - AI/ML	Enterprise	9	L2
Adobe	Senior Research Scientist	Enterprise	9	L2
Mistral AI	Applied AI, Technical Lead - Forward Deployed AI Engineer	AI Frontier	9	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 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

Machine Learning

Top employers

Often paired with

Demand trend

Frequently asked questions