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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11 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
NVIDIA	Principal AI and ML Infra Software Engineer, GPU Clusters	Semiconductors	8	L3
NVIDIA	Senior Solutions Architect, CSP System	Semiconductors	8	L4
NVIDIA	Senior AI and MLOps Engineer - Security and Networking Research	Semiconductors	8	L4
NVIDIA	Senior Manager, Robotics Quality Assurance	Semiconductors	7	L6
NVIDIA	Senior Systems Software Engineer - GPU Performance at Scale	Semiconductors	7	L3
NVIDIA	Senior Software Engineer, Data Center Workloads – Infrastructure	Semiconductors	7	L3
NVIDIA	Principal Cyber Security Engineer - Agentic Identity and Security	Semiconductors	7	L4
NVIDIA	Senior Software Engineer - NIM Factory Container and Cloud Infrastructure	Semiconductors	7	L3
Tenstorrent	Sr. Engineer, Kernel Development and Optimization	Semiconductors	7	L3
Tenstorrent	Software Engineer, Kernel Development and Optimization	Semiconductors	7	L3

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

Demand trend

Container Orchestration

Top employers

Frequently asked questions