What is Container Orchestration and how common is it in AI job postings?

Container Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 75 active AI roles across 36 companies in our index.

Which companies are hiring for Container Orchestration?

The top employers with active AI roles mentioning Container Orchestration are: OpenAI (11), NVIDIA (9), ByteDance (5), Anthropic (4), Amazon (4).

Is demand for Container Orchestration growing?

Over the last 11 weeks, 41 new AI postings mentioned Container Orchestration. Demand is declining — down 35% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Container Orchestration used?

Roles requiring Container Orchestration are concentrated in: serving infrastructure (47%), agents (37%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Container Orchestration

75 active AI roles across 36 companies mention Container Orchestration. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Container Orchestration per week — 41 total over 11 weeks.

Sector

All AI Frontier · 24 Big Tech · 14 Semiconductors · 13 Enterprise · 8 Data AI · 6 Insurance · 4 Robotics · 3 Banking · 3 Vertical AI · 2 Media · 2 Fintech · 2 Consumer · 2 Industrial · 1 Defense · 1

Function

All Engineering · 79 Research · 3 Product · 3

Status

All Active only

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75 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Wayve	Staff Machine Learning Engineer, AV Core	Robotics	9	L2
OpenAI	Security Researcher, Agentic AI Threats	AI Frontier	9	L4
OpenAI	Performance & Systems Engineer, Codex	AI Frontier	9	L3
Perplexity	Member of Technical Staff (AI Infrastructure Engineer)	AI Frontier	9	L3
Salesforce	Research Scientist - Salesforce AI Research	Enterprise	9	L2
Cohere	Product Manager, Agent Harness & Modelling	AI Frontier	9	L4
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
Cohere	Senior ML Systems Engineer, Frameworks & Tooling	AI Frontier	9	L1
OpenAI	Offensive Security Engineer, Agent Products	AI Frontier	9	L4
Anthropic	Performance Engineer, GPU	AI Frontier	9	L3
OpenAI	Research Engineer, Codex	AI Frontier	9	L4
OpenAI	Software Engineer, Agent Infrastructure	AI Frontier	9	L4
JPMorgan Chase	AI Engineer - Software Engineer III	Banking	8	L4
Luma AI	Head of Global Compute Supply & Platform Strategy	AI Frontier	8	L3
Amazon	Senior Security Engineer, AI Red Team, Threat Operations	Big Tech	8	L4
NVIDIA	Principal AI and ML Infra Software Engineer, GPU Clusters	Semiconductors	8	L3
Mistral AI	Research Engineer, Data Infrastructure	AI Frontier	8	L0
Perplexity	Member of Technical Staff (AI Infrastructure Engineer)	AI Frontier	8	L3
NVIDIA	Senior Solutions Architect, CSP System	Semiconductors	8	L4
GEICO	Senior Staff Machine Learning Engineer, AI Agent Platform	Insurance	8	L4
NVIDIA	Senior AI and MLOps Engineer - Security and Networking Research	Semiconductors	8	L4
Anthropic	Staff Software Engineer, Inference	AI Frontier	8	L3
Lila Sciences	Machine Learning Engineer II / Senior Machine Learning Engineer I, Physical Sciences	AI Frontier	8	L3
OpenAI	Software Engineer, Codex Cloud	AI Frontier	8	L4
JPMorgan Chase	Agentic Development - Vice President	Banking	8	L4
JPMorgan Chase	Agentic Development Associate	Banking	8	L4
Anthropic	Staff+ Software Engineer, Claude App Infrastructure	AI Frontier	8	L4
Amazon	Software Development Engineer AI/ML, Inference Serving, AWS Neuron	Big Tech	8	L3
Abridge	Machine Learning Infrastructure Engineer- Model Inference	Vertical AI	8	L3
Fireworks AI	Member of Technical Staff, AI Training Infrastructure	Data AI	8	L0

Frequently asked questions

What is Container Orchestration and how common is it in AI job postings?
Container Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 75 active AI roles across 36 companies in our index.
Which companies are hiring for Container Orchestration?
The top employers with active AI roles mentioning Container Orchestration are: OpenAI (11), NVIDIA (9), ByteDance (5), Anthropic (4), Amazon (4).
Is demand for Container Orchestration growing?
Over the last 11 weeks, 41 new AI postings mentioned Container Orchestration. Demand is declining — down 35% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Container Orchestration used?
Roles requiring Container Orchestration are concentrated in: serving infrastructure (47%), agents (37%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Container Orchestration

Top employers

Demand trend

Frequently asked questions

Container Orchestration

Top employers

Demand trend

Frequently asked questions