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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AI score Recently posted Company A–Z

FilteredsectorConsumer×

12 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Roblox	[2026] Applied Scientist - PhD Intern	Consumer	9	L2
DoorDash	Software Engineer, Machine Learning Infrastructure - Gen AI	Consumer	8	L4
Airbnb	Principal Machine Learning Engineer- LLM Fine-tuning and Optimization	Consumer	8	L2
Lime	Senior MLOps & Data Systems Engineer	Consumer	8	L3
Instacart	Engineering Manager, Machine Learning (Caper)	Consumer	8	L4
Whoop	Staff Software Engineer, Machine Learning (Health)	Consumer	7	L3
Roblox	Senior Product Manager, Jobs Platform	Consumer	7	L3
Snap	Software Engineer, ML Infrastructure, Level 4	Consumer	7	L3
Lime	Senior MLOps & Data Systems Engineer	Consumer	7	L3
Zillow	Senior Machine Learning Engineer	Consumer	7	L4
Uber	Senior Software Engineer, Uber AI Solutions	Consumer	7	L0
DoorDash	Staff Software Engineer, Machine Learning - Personalization	Consumer	7	L6

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

Demand trend

Inference Infrastructure

Top employers

Often paired with

Frequently asked questions