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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15 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Block	Product Manager, Risk Automation	Fintech	7	L4
Amazon	Principal PMT - Personalization ML Platform, Prime Video Personalization & Discovery	Big Tech	7	L3
Harvey	Senior Product Operations Manager, Evaluation	AI Frontier	7	L5
Baseten	Product Manager, Developer Experience	Data AI	7	L3
Roblox	Senior Product Manager, Compute Platform	Consumer	7	L3
Pinterest	Staff Product Manager, Model Lifecycle & Management	Consumer	7	L5
PayPal	Lead Product Manager – Risk Decisioning Platform	Fintech	7	L3
Glean	Product Manager, AI Quality	Enterprise	7	L5
JPMorgan Chase	Compliance - CCOR Risk Management Director - Executive Director	Banking	7	L4
Lyft	Data Science Manager, Machine Learning - Lyft Ads	Consumer	7	L6
Lyft	Data Science Manager, Machine Learning - Lyft Ads	Consumer	7	L6
Cohere	Product Manager, Platform Experience & Developer Product	AI Frontier	7	L3
Databricks	Staff Product Manager, AI Platform	Data AI	7	L6
Databricks	Staff Product Manager, AI Platform	Data AI	7	L3
Glean	Product Manager, AI Quality	Enterprise	7	L5

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