What is Model Serving and how common is it in AI job postings?

Model Serving is a skill in the "Infrastructure & Systems" category. It currently appears in 306 active AI roles across 90 companies in our index.

Which companies are hiring for Model Serving?

The top employers with active AI roles mentioning Model Serving are: Amazon (45), NVIDIA (30), JPMorgan Chase (14), Databricks (13), Adobe (12).

Is demand for Model Serving growing?

Over the last 12 weeks, 191 new AI postings mentioned Model Serving. Demand is rising — up 140% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Model Serving used?

Roles requiring Model Serving are concentrated in: serving infrastructure (45%), agents (34%), application (9%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Model Serving?

Job postings that mention Model Serving most often also require: Machine Learning, Production ML Systems, Distributed Systems, Python, Large Language Models (LLMs).

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Model Serving

306 active AI roles across 90 companies mention Model Serving. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Model Serving per week — 191 total over 12 weeks.

Function

All Engineering · 271 Research · 21 Product · 15

Status

All Active only

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AI score Recently posted Company A–Z

307 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Snowflake	Staff Software Engineer, Cortex AI Infrastructure	Data AI	8	L4
ByteDance	Software Engineer - AI Agent Memory Infrastructure	Big Tech	8	L4
Affirm	Senior Manager, Software Engineering (ML Platform)	Fintech	8	L3
Affirm	Senior Manager, Software Engineering, (ML Platform)	Fintech	8	L3
NVIDIA	Senior Performance Engineer - LLM Inference Frameworks	Semiconductors	8	L3
NVIDIA	AI Computing Development Engineer, TensorRT-LLM	Semiconductors	8	L3
SoFi	Director, AI Platforms	Fintech	8	L3
Amazon	Senior Applied Scientist, Entertainment Devices & Grocery Experiences (EDGE) Ads	Big Tech	8	L4
Capital One	Applied Researcher II (AI Foundations, LLM Core and Agentic AI)	Banking

Frequently asked questions

What is Model Serving and how common is it in AI job postings?
Model Serving is a skill in the "Infrastructure & Systems" category. It currently appears in 306 active AI roles across 90 companies in our index.
Which companies are hiring for Model Serving?
The top employers with active AI roles mentioning Model Serving are: Amazon (45), NVIDIA (30), JPMorgan Chase (14), Databricks (13), Adobe (12).
Is demand for Model Serving growing?
Over the last 12 weeks, 191 new AI postings mentioned Model Serving. Demand is rising — up 140% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Model Serving used?
Roles requiring Model Serving are concentrated in: serving infrastructure (45%), agents (34%), application (9%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Model Serving?
Job postings that mention Model Serving most often also require: Machine Learning, Production ML Systems, Distributed Systems, Python, Large Language Models (LLMs).

Model Serving

Top employers

Often paired with

Demand trend

Frequently asked questions

Model Serving

Top employers

Often paired with

Demand trend

Frequently asked questions