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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92 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Netflix	Senior Manager, Critical Operations & Reliability Engineering	Big Tech	7	L4
Apple	Machine Learning Engineer - iCloud Anti-Abuse	Big Tech	7	L3
Adobe	Software Development Engineer 5, Enterprise GenAI	Enterprise	7	L4
NVIDIA	Senior Software Engineer, AI Resiliency	Semiconductors	7	L3
Microsoft	Senior Consultant - (AI , Full stack development )	Big Tech	7	L4
Instacart	Staff Software Engineer, Home & Cross-Retailer Search	Consumer	7	L4
Adobe	Software Development Engineer 5	Enterprise	7	L4
Salesforce	Senior/Lead/Principal Software Engineer, Agentforce for Supply Chain	Enterprise	7	L4
Visa	Vice President, Clearing	Fintech	7	L6
Autodesk	Senior Application Security Developer , AI Security	Enterprise	7	L4
Anduril	Staff Software Engineer, Undersea Reconnaissance and Strike	Defense	7	L4
Capital One	Distinguished Engineer (Remote - Eligible)	Banking	7	L6
Walmart	R-2403693 (USA) Senior Manager - Agentic Workflow Architecture and Simulation	Retail	7	L4
Autodesk	Software Architect, Sales & Success	Enterprise	7	L4
Snowflake	Principal Software Engineer II - Interoperable Foundations	Data AI	7	L0
Walmart	Staff, Software Engineer - Backend / ML	Retail	7	L3
JPMorgan Chase	AIOps Lead Software Engineer	Banking	7	L4
Amazon	Software Development Engineer, Ring Cloud Computer Vision	Big Tech	7	L6
CrowdStrike	Sr. Backend Engineer - Charlotte AI (Hybrid, EST)	Enterprise	7	L4
Bank of America	VP, AI Quant Strategist - Credit, Commodities and Capital Markets	Banking	7	L4
Vercel	Software Engineer, Workflows	Enterprise	7	L4
Anthropic	Staff Software Engineer, AI Reliability Engineering	AI Frontier	7	L3
Anthropic	Staff Software Engineer, AI Reliability Engineering	AI Frontier	7	L3
Anduril	Lead Software Engineer, Mission System, Maritime	Defense	7	L4
Anduril	Lead Software Engineer, Mission System, Maritime	Defense	7	L4
Samsara	Senior Software Engineer I - Agent Foundations	Enterprise	7	L4
Samsara	Senior Software Engineer I - Agent Foundations	Enterprise	7	L4
Walmart	Director, Advanced Analytics	Retail	7	L0
Shield AI	Engineer, State Estimation (Dallas/San Diego/Boston/ DC/ San Fran)	Defense	7	L3
Shield AI	Engineer, State Estimation (Dallas/San Diego/Boston/ DC/ San Fran)	Defense	7	L3

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