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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93 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Luma AI	Forward Deployed Engineer (Copy)	AI Frontier	9	L6
Wayve	Principal Engineer, Data & Compute	Robotics	9	L3
Amazon	Applied Scientist, Safe RL, Robotics, SAF Lab	Big Tech	9	L6
Amazon	Senior Applied Scientist, Safe Locomotion, Compass	Big Tech	9	L4
Rivian	Sr / Staff Machine Learning Engineer, Perception	Auto	9	L3
Oracle	Snr Director, Applied Science	Enterprise	9	L4
Writer	Security engineer, detection and response (UK)	AI Frontier	9	L3
NVIDIA	Principal High-Performance LLM Training Engineer	Semiconductors	9	L1
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L1
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L0
NVIDIA	Senior DGX Cloud AI Infrastructure Software Engineer	Semiconductors	9	L3
NVIDIA	Director of Engineering, End to End Autonomous Driving	Semiconductors	9	L6
ByteDance	Research Engineer – Reinforcement Learning (RL) Systems & Infrastructure (Seed Infra)	Big Tech	9	L0
NVIDIA	Senior Software Architect, AI Networking	Semiconductors	9	L3
Amazon	Member of Technical Staff - Reinforcement Learning (Infrastructure), AGI Autonomy	Big Tech	9	L0
Anthropic	Performance Engineer, GPU	AI Frontier	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
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

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

Demand trend

Training Infrastructure

Top employers

Frequently asked questions