What is Graph Algorithms and how common is it in AI job postings?

Graph Algorithms is a skill in the "ML Techniques" category. It currently appears in 93 active AI roles across 35 companies in our index.

Which companies are hiring for Graph Algorithms?

The top employers with active AI roles mentioning Graph Algorithms are: Amazon (14), NVIDIA (13), JPMorgan Chase (7), Salesforce (5), Microsoft (5).

Is demand for Graph Algorithms growing?

Over the last 13 weeks, 74 new AI postings mentioned Graph Algorithms. Demand is rising — up 44% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Graph Algorithms used?

Roles requiring Graph Algorithms are concentrated in: agents (53%), serving infrastructure (31%), application (5%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Graph Algorithms

93 active AI roles across 35 companies mention Graph Algorithms. Category: ML Techniques.

Demand trend

New AI postings mentioning Graph Algorithms per week — 74 total over 13 weeks.

Sector

All Big Tech · 28 Semiconductors · 19 Enterprise · 16 Banking · 11 Vertical AI · 5 Consumer · 4 Retail · 3 Fintech · 3 AI Frontier · 3 Auto · 2 Telecom · 1 Seattle · 1 Robotics · 1 Pharma · 1 Healthcare · 1 Defense · 1

Function

All Engineering · 86 Research · 8 Product · 6

Status

All Active only

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93 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
CrowdStrike	Director, AI Alignment and Interpretability (Remote)	Enterprise	9	L2
NVIDIA	Senior Systems Software Engineer, AI Stack and Performance - DGX Station	Semiconductors	9	L3
NVIDIA	Senior Data Scientist - Security and Networking Research	Semiconductors	9	L4
Socure	Head of Data Science - Identity & Compliance	Vertical AI	9	L4
Capital One	Applied Researcher II (AI Foundations, LLM Core and Agentic AI)	Banking	9	L1
NVIDIA	Senior Systems Software Engineer - Deep Learning Solutions	Semiconductors	9	L3
Adobe	Chief Architect for Adobe Intelligence Platform	Enterprise	9	L4
Walmart	(USA) Staff, Data Scientist	Retail	9	L4
Airbnb	Senior Staff Machine Learning Engineer, Data & Eval	Consumer	9	L5
Amazon	Software Development Manager, Amazon Quick	Big Tech	8	L4
Adobe	Sr Machine Learning Services Engineer	Enterprise	8	L3
Wayve	Principal Engineer, Model Development Platform	Robotics	8	L3
Google	Software Engineer, Generative AI, Maps	Big Tech	8	L6
Amazon	Applied Scientist II, Demand Enablement, Product Analytics and Operations	Big Tech	8	L4
Microsoft	Cambridge Residency Programme: Next-Generation AI Datacentre Networking	Big Tech	8	L3
Block	Staff Applied Machine Learning Engineer - Fraud & Abuse	Fintech	8	L4
Oracle	Software Developer 4	Enterprise	8	L3
Augury	Experienced AI Software Engineer	Vertical AI	8	L4
Discord	Senior Software Engineer, Machine Learning (Ads)	Consumer	8	L4
JPMorgan Chase	Applied AI ML Director - NLP / LLM and Graphs	Banking	8	L4
JPMorgan Chase	Applied AI Lead	Banking	8	L4
NVIDIA	Compiler Engineer - AI Inference	Semiconductors	8	L3
Amazon	2026 Fall Applied Science Internship - Reinforcement Learning & Optimization (Machine Learning) - United States, PhD Student Science Recruiting	Big Tech	8	L2
Unity	Principal Machine Learning Engineer, Mobile AI Inference Optimization	Enterprise	8	L3
Capital One	Applied Researcher II	Banking	8	L2
Datadog	Staff AI Engineer - Notebooks	Enterprise	8	L4
World Labs	Research Engineer / Scientist (SLAM)	AI Frontier	8	L4
NVIDIA	Senior High-Performance System Architect	Semiconductors	8	L3
Tenstorrent	Sr. Engineer, Software - AI Compiler	Semiconductors	8	L3
Tenstorrent	Sr. Engineer, Software - AI Compiler	Semiconductors	8	L3

Frequently asked questions

What is Graph Algorithms and how common is it in AI job postings?
Graph Algorithms is a skill in the "ML Techniques" category. It currently appears in 93 active AI roles across 35 companies in our index.
Which companies are hiring for Graph Algorithms?
The top employers with active AI roles mentioning Graph Algorithms are: Amazon (14), NVIDIA (13), JPMorgan Chase (7), Salesforce (5), Microsoft (5).
Is demand for Graph Algorithms growing?
Over the last 13 weeks, 74 new AI postings mentioned Graph Algorithms. Demand is rising — up 44% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Graph Algorithms used?
Roles requiring Graph Algorithms are concentrated in: agents (53%), serving infrastructure (31%), application (5%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Graph Algorithms

Top employers

Demand trend

Frequently asked questions

Demand trend

Graph Algorithms

Top employers

Frequently asked questions