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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13 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Block	Staff Applied Machine Learning Engineer - Fraud & Abuse	Fintech	8	L4
Stripe	Staff Software Engineer, Machine Learning Platform	Fintech	8	L3
Visa	Lead Solutions Architect - GenAI	Fintech	8	L6
Affirm	Senior Manager, Software Engineering (ML Platform)	Fintech	8	L3
Affirm	Senior Manager, Software Engineering, (ML Platform)	Fintech	8	L3
SoFi	Director, AI Platforms	Fintech	8	L3
Mercury	Senior Machine Learning Operations Engineer	Fintech	7	L3
PayPal	Sr Machine Learning Engineer	Fintech	7	L5
Stripe	Staff Engineer, Identity	Fintech	7	L4
Visa	Staff ML Scientist - PFI	Fintech	7	L3
Upstart	Principal Software Engineer, Machine Learning Simulations	Fintech	7	L3
Affirm	Senior Staff Machine Learning Engineer, (ML Underwriting)	Fintech	7	L3
Affirm	Senior Staff Machine Learning Engineer, (ML Underwriting)	Fintech	7	L3

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