What is Training Infrastructure and how common is it in AI job postings?

Training Infrastructure is a skill in the "Infrastructure & Systems" category. It currently appears in 122 active AI roles across 42 companies in our index.

Which companies are hiring for Training Infrastructure?

The top employers with active AI roles mentioning Training Infrastructure are: NVIDIA (23), Amazon (14), ByteDance (9), OpenAI (7), Anthropic (7).

Is demand for Training Infrastructure growing?

Over the last 13 weeks, 72 new AI postings mentioned Training Infrastructure. Demand has been relatively stable over this period.

At which stage of AI development is Training Infrastructure used?

Roles requiring Training Infrastructure are concentrated in: serving infrastructure (39%), agents (16%), data (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Training Infrastructure

122 active AI roles across 42 companies mention Training Infrastructure. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Training Infrastructure per week — 72 total over 13 weeks.

Sector

All Big Tech · 32 Semiconductors · 24 AI Frontier · 22 Enterprise · 20 Data AI · 6 Consumer · 5 Defense · 4 Coding AI · 4 Vertical AI · 2 Robotics · 2 Fintech · 2 Banking · 2 Retail · 1 Multimodal · 1 Auto · 1

Function

All Engineering · 93 Research · 30 Product · 5

Status

All Active only

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AI score Recently posted Company A–Z

128 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Anthropic	Research Engineer, Universes	AI Frontier	9	L4
NVIDIA	Senior Research Scientist, Efficient Deep Learning	Semiconductors	9	L2
NVIDIA	Senior Research Engineer - Autonomous Vehicles	Semiconductors	9	L2
NVIDIA	Research Scientist, ML Systems - PhD New College Grad 2026	Semiconductors	9	L3
World Labs	Research Scientist (Generative Modeling)	AI Frontier	9	L2
NVIDIA	Research Scientist, ML Systems - PhD New College Grad 2026	Semiconductors	9	L3
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
NVIDIA	Senior Software Research Architect, AI Networking	Semiconductors	9	L3
OpenAI	Researcher, Pretraining Safety	AI Frontier	9	L1
Amazon	Member of Technical Staff - Reinforcement Learning (Infrastructure), AGI Autonomy	Big Tech	9	L0
Anthropic	Performance Engineer, GPU	AI Frontier	9	L3
Datadog	AI Research Engineer - Datadog AI Research (DAIR)	Enterprise	9	L2
Datadog	AI Research Engineer - Datadog AI Research (DAIR)	Enterprise	9	L2
ByteDance	Tech Lead, Research Scientist/Engineer - AI Infrastructure	Big Tech	9	L3
Cohere	Member of Technical Staff, Training Infra Engineer	AI Frontier	9	L0
DocuSign	Machine Learning Engineer	Enterprise	8	L4
Perplexity	Engineering Site Lead	AI Frontier	8	L3
Amazon	Applied Scientist, Amazon Robotics, Compass Team	Big Tech	8	L6
Amazon	Software Dev Engineer II, Stores Foundational AI -SFAI	Big Tech	8	L2
NVIDIA	DL System Software Engineer - AI Platform	Semiconductors	8	L3
Amazon	Member of Technical Staff - Data Platform Engineer, Frontier AI Robotics	Big Tech	8	L0
NVIDIA	Manager, Deep Learning Algorithms	Semiconductors	8	L3
JPMorgan Chase	Asset Management - AI Systems Engineer – Associate/VP	Banking	8	L3
Luma AI	Forward Deployed Engineer	AI Frontier	8	L6
Amazon	Member of Technical Staff - Simulation, Frontier AI Robotics	Big Tech	8	L0
Autodesk	Principal Research Engineer AEC Data - Generative AI, East Coast United States	Enterprise	8	L0
Capital One	Lead AI Engineer (FM Hosting, LLM Inference)	Banking	8	L3
Amazon	Senior Security Engineer, AI Red Team, Threat Operations	Big Tech	8	L4
World Labs	Research Platform Engineer	AI Frontier	8	L3
Intel	Principal Engineer: XeSS and Neural Graphics	Semiconductors	8	L6

Frequently asked questions

What is Training Infrastructure and how common is it in AI job postings?
Training Infrastructure is a skill in the "Infrastructure & Systems" category. It currently appears in 122 active AI roles across 42 companies in our index.
Which companies are hiring for Training Infrastructure?
The top employers with active AI roles mentioning Training Infrastructure are: NVIDIA (23), Amazon (14), ByteDance (9), OpenAI (7), Anthropic (7).
Is demand for Training Infrastructure growing?
Over the last 13 weeks, 72 new AI postings mentioned Training Infrastructure. Demand has been relatively stable over this period.
At which stage of AI development is Training Infrastructure used?
Roles requiring Training Infrastructure are concentrated in: serving infrastructure (39%), agents (16%), data (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Training Infrastructure

Top employers

Demand trend

Frequently asked questions

Training Infrastructure

Top employers

Demand trend

Frequently asked questions