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

Inference Infrastructure is a skill in the "Infrastructure & Systems" category. It currently appears in 401 active AI roles across 79 companies in our index.

Which companies are hiring for Inference Infrastructure?

The top employers with active AI roles mentioning Inference Infrastructure are: NVIDIA (78), Amazon (49), Microsoft (21), Google (20), OpenAI (17).

Is demand for Inference Infrastructure growing?

Over the last 12 weeks, 232 new AI postings mentioned Inference Infrastructure. Demand is rising — up 128% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Inference Infrastructure used?

Roles requiring Inference Infrastructure are concentrated in: serving infrastructure (64%), agents (16%), post-training (7%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Inference Infrastructure?

Job postings that mention Inference Infrastructure most often also require: Machine Learning, Computer Architecture, Production ML Systems, GPU Computing, Python.

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Inference Infrastructure

401 active AI roles across 79 companies mention Inference Infrastructure. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Inference Infrastructure per week — 232 total over 12 weeks.

Function

All Engineering · 353 Research · 41 Product · 7

Status

All Active only

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FilteredsectorAI Frontier×functionEngineering×Clear all

39 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Perplexity	Member of Technical Staff (Software Engineer, Data Flywheel)	AI Frontier	7	L5
Mistral AI	Applied AI Engineer, Senior/Staff Devops/SRE - EMEA	AI Frontier	7	L3
Lila Sciences	Director, Data Platform Engineering	AI Frontier	7	L0
OpenAI	Software Engineer, Workload Enablement	AI Frontier	7	L3
xAI	Member of Technical Staff - Compute Infrastructure	AI Frontier	7	L3
Perplexity	UK Internship Program	AI Frontier	7	L3
Anthropic	Staff + Sr. Software Engineer, Inference Deployment	AI Frontier	7	L3
Anthropic	Technical Program Manager, Inference Performance	AI Frontier	7	L3
OpenAI	Software Engineer, Productivity - Training Runtime	AI Frontier	7	L0

Frequently asked questions

What is Inference Infrastructure and how common is it in AI job postings?
Inference Infrastructure is a skill in the "Infrastructure & Systems" category. It currently appears in 401 active AI roles across 79 companies in our index.
Which companies are hiring for Inference Infrastructure?
The top employers with active AI roles mentioning Inference Infrastructure are: NVIDIA (78), Amazon (49), Microsoft (21), Google (20), OpenAI (17).
Is demand for Inference Infrastructure growing?
Over the last 12 weeks, 232 new AI postings mentioned Inference Infrastructure. Demand is rising — up 128% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Inference Infrastructure used?
Roles requiring Inference Infrastructure are concentrated in: serving infrastructure (64%), agents (16%), post-training (7%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Inference Infrastructure?
Job postings that mention Inference Infrastructure most often also require: Machine Learning, Computer Architecture, Production ML Systems, GPU Computing, Python.

Inference Infrastructure

Top employers

Often paired with

Demand trend

Frequently asked questions

Inference Infrastructure

Top employers

Often paired with

Demand trend

Frequently asked questions