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

Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 506 active AI roles across 130 companies in our index.

Which companies are hiring for Orchestration?

The top employers with active AI roles mentioning Orchestration are: NVIDIA (34), Amazon (34), Adobe (26), LangChain (25), Google (16).

Is demand for Orchestration growing?

Over the last 13 weeks, 359 new AI postings mentioned Orchestration. Demand is rising — up 213% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Orchestration used?

Roles requiring Orchestration are concentrated in: agents (67%), serving infrastructure (17%), application (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Orchestration?

Job postings that mention Orchestration most often also require: Agentic Systems, Machine Learning, Python, System Design, Distributed Systems.

← All skills

Orchestration

506 active AI roles across 130 companies mention Orchestration. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Orchestration per week — 359 total over 13 weeks.

Function

All Engineering · 438 Product · 46 Research · 22

Status

All Active only

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40 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
NVIDIA	Senior Software Engineer, AI Inference Systems	Semiconductors	9	L3
NVIDIA	Lead Principal Engineer, Enterprise Agentic AI Platform	Semiconductors	9	L4
NVIDIA	Senior Deep Learning Engineer - Model Evaluation & AI Systems	Semiconductors	9	L5
NVIDIA	Agent RL Infra Engineer	Semiconductors	9	L2
Tenstorrent	RISC-V AI / HPC & Agentic Software Engineering Lead	Semiconductors	9	L4
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
NVIDIA	Senior Research Engineer, Foundation Model Training Infrastructure	Semiconductors	9	L1
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
NVIDIA	Senior Inference Engineer, AIConfigurator for Dynamo	Semiconductors	8	L3
NVIDIA	Senior ASIC AI Engineer	Semiconductors	8	L4
NVIDIA	Manager, Test and Tools Development Engineering	Semiconductors	8	L4
NVIDIA	Applied AI Engineer - Silicon Co-Design Group	Semiconductors	8	L4
NVIDIA	Senior Data Center Performance Engineer - Benchmarking and Optimization	Semiconductors	8	L3
NVIDIA	Manager, Solutions Architecture - Global Partner Team	Semiconductors	8	L4
NVIDIA	Principal AI and ML Infra Software Engineer, GPU Clusters	Semiconductors	8	L3
NVIDIA	Senior AI-Native Systems Software Engineer, TensorRT	Semiconductors	8	L4
NVIDIA	Senior Staff Software Engineer - Agentic Automation	Semiconductors	8	L4
NVIDIA	Deep Learning Algorithms Engineer - ACOT	Semiconductors	8	L3
NVIDIA	Senior Design Automation Engineer, Applied AI	Semiconductors	8	L4
NVIDIA	Senior Deep Learning Performance Architect	Semiconductors	8	L3
Cerebras	Software Engineer, Inference Platform	Semiconductors	7	L3
Cerebras	Staff Software Engineer, Inference Platform	Semiconductors	7	L3
NVIDIA	Senior Manager, Engineering - AI Developer Tools	Semiconductors	7	L3
NVIDIA	Senior Software Engineer, AI Speed Infrastructure	Semiconductors	7	L4
AMD	PMTS Software Applications Eng.	Semiconductors	7	L3
AMD	Senior Failure Analysis Engineer - Test Development	Semiconductors	7	L3
NVIDIA	Senior Software Engineer, Agentic Systems	Semiconductors	7	L5
NVIDIA	Senior HPC AI Cluster Engineer	Semiconductors	7	L3
NVIDIA	Senior Software Engineer - Simulation	Semiconductors	7	L4
NVIDIA	Senior Software Engineer - Simulation	Semiconductors	7	L4

Frequently asked questions

What is Orchestration and how common is it in AI job postings?
Orchestration is a skill in the "Infrastructure & Systems" category. It currently appears in 506 active AI roles across 130 companies in our index.
Which companies are hiring for Orchestration?
The top employers with active AI roles mentioning Orchestration are: NVIDIA (34), Amazon (34), Adobe (26), LangChain (25), Google (16).
Is demand for Orchestration growing?
Over the last 13 weeks, 359 new AI postings mentioned Orchestration. Demand is rising — up 213% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Orchestration used?
Roles requiring Orchestration are concentrated in: agents (67%), serving infrastructure (17%), application (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Orchestration?
Job postings that mention Orchestration most often also require: Agentic Systems, Machine Learning, Python, System Design, Distributed Systems.

Orchestration

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Orchestration

Top employers

Often paired with

Frequently asked questions