What is Chaos Engineering and how common is it in AI job postings?

Chaos Engineering is a skill in the "Infrastructure & Systems" category. It currently appears in 100 active AI roles across 44 companies in our index.

Which companies are hiring for Chaos Engineering?

The top employers with active AI roles mentioning Chaos Engineering are: NVIDIA (9), JPMorgan Chase (7), Walmart (6), Oracle (6), Amazon (6).

Is demand for Chaos Engineering growing?

Over the last 13 weeks, 76 new AI postings mentioned Chaos Engineering. Demand is rising — up 227% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Chaos Engineering used?

Roles requiring Chaos Engineering are concentrated in: agents (49%), serving infrastructure (36%), data (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Chaos Engineering

100 active AI roles across 44 companies mention Chaos Engineering. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Chaos Engineering per week — 76 total over 13 weeks.

Sector

All Enterprise · 25 Big Tech · 15 Banking · 12 Semiconductors · 11 Data AI · 9 AI Frontier · 8 Retail · 7 Defense · 6 Vertical AI · 2 Insurance · 2 Healthcare · 2 Fintech · 2 Consumer · 2 Robotics · 1 Media · 1 Hospitality · 1 Coding AI · 1 Auto · 1

Function

All Engineering · 100 Product · 5 Research · 3

Status

All Active only

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AI score Recently posted Company A–Z

108 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Wayve	Principal Engineer, Data & Compute	Robotics	9	L3
Databricks	Staff Software Engineer, AI Runtime	Data AI	9	L3
NVIDIA	Senior Software Engineer, DGX Cloud AI Infrastructure	Semiconductors	9	L3
Amazon	Applied Sciences Manager , Ads Brand Safety and Suitability	Big Tech	9	L4
Gong	Head of AI Security	Enterprise	9	L4
Decagon	Staff Research Engineer, Voice + Speech	Vertical AI	9	L2
Decagon	Senior Research Engineer, Voice + Speech	Vertical AI	9	L2
GitLab	Distinguished Engineer, Agentic SDLC & Non‑Linear Productivity	Enterprise	9	L4
Anthropic	Research Engineer, RL Infrastructure (Knowledge Work)	AI Frontier	9	L5
Cognition	Research Engineer, Infrastructure	Coding AI	9	L3
Microsoft	Member of Technical Staff, Multimodal Infrastructure - MAI Superintelligence Team	Big Tech	9	L3
ByteDance	Research Engineer – Multimodal Training Infrastructure (Seed Infra)	Big Tech	9	L0
OpenAI	Software Engineer, Platform Systems	AI Frontier	9	L0
NVIDIA	Senior Software Research Architect, AI Networking	Semiconductors	9	L3
Anthropic	Performance Engineer, GPU	AI Frontier	9	L3
JPMorgan Chase	Applied AI ML Lead	Banking	8	L4
State Farm	REMOTE - AI Engineering Manager (Databricks)	Insurance	8	L4
Amazon	Software Development Manager, AWS Neuron SDK - Distributed Training	Big Tech	8	L2
Fireworks AI	Member of Technical Staff	Data AI	8	L3
Databricks	Senior Software Engineer, AI Runtime	Data AI	8	L3
Snowflake	Software Engineer AI	Data AI	8	L3
NVIDIA	Senior DGX Cloud AI Infrastructure Software Engineer	Semiconductors	8	L3
NVIDIA	Senior GPU System Architect	Semiconductors	8	L3
Ford	Applied AI/ML Software Engineer-Supply Chain AI and Decision Intelligence	Auto	8	L4
F5	Sr. Software Engineer - Agentic AI	Enterprise	8	L4
F5	Senior Data & AI Analyst	Enterprise	8	L4
Walmart	(USA) Principal, Software Engineer	Retail	8	L4
Visa	Lead AI Engineer (Business Intelligence)	Fintech	8	L4
Reddit	Senior Staff Machine Learning Engineer, GenAI Platform	Consumer	8	L4
OpenAI	Training, Process Management Engineer	AI Frontier	8	L0

Frequently asked questions

What is Chaos Engineering and how common is it in AI job postings?
Chaos Engineering is a skill in the "Infrastructure & Systems" category. It currently appears in 100 active AI roles across 44 companies in our index.
Which companies are hiring for Chaos Engineering?
The top employers with active AI roles mentioning Chaos Engineering are: NVIDIA (9), JPMorgan Chase (7), Walmart (6), Oracle (6), Amazon (6).
Is demand for Chaos Engineering growing?
Over the last 13 weeks, 76 new AI postings mentioned Chaos Engineering. Demand is rising — up 227% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Chaos Engineering used?
Roles requiring Chaos Engineering are concentrated in: agents (49%), serving infrastructure (36%), data (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Chaos Engineering

Top employers

Demand trend

Frequently asked questions

Demand trend

Chaos Engineering

Top employers

Frequently asked questions