What is Ray Serve and how common is it in AI job postings?

Ray Serve is a skill in the "Frameworks & Tools" category. It currently appears in 40 active AI roles across 24 companies in our index.

Which companies are hiring for Ray Serve?

The top employers with active AI roles mentioning Ray Serve are: CrowdStrike (5), Walmart (4), OpenAI (4), Google (3), NVIDIA (2).

Is demand for Ray Serve growing?

Over the last 12 weeks, 30 new AI postings mentioned Ray Serve. Demand is rising — up 44% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Ray Serve used?

Roles requiring Ray Serve are concentrated in: agents (43%), serving infrastructure (33%), application (18%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Ray Serve

40 active AI roles across 24 companies mention Ray Serve. Category: Frameworks & Tools.

Demand trend

New AI postings mentioning Ray Serve per week — 30 total over 12 weeks.

Sector

All Enterprise · 9 Big Tech · 8 AI Frontier · 8 Semiconductors · 4 Retail · 4 Robotics · 3 Data AI · 3 Media · 1 Consumer · 1

Function

All Engineering · 38 Research · 2 Product · 1

Status

All Active only

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40 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Principal Solutions Architect, Generative AI, AWS Industries, Telco	Big Tech	9	L4
Microsoft	Senior Researcher - Efficient AI	Big Tech	9	L3
Walmart	Senior Data Scientist: Associate AI Experience	Retail	9	L4
Walmart	Principal Data Scientist: Associate AI experience	Retail	9	L4
Walmart	Distinguished Data Scientist: Associate AI Experience	Retail	9	L4
Figure AI	AI Training Infrastructure Engineer – Humanoid Whole Body Control	Robotics	9	L0
Walmart	(USA) Distinguished, Data Scientist	Retail	9	L4
Mistral AI	Product Manager, Forge	AI Frontier	9	L2
Amazon	Senior Machine Learning Software Development Engineer, AI Ops Integration	Big Tech	8	L4
Lila Sciences	Principal / Sr. Principal BioML Scientist	AI Frontier	8	L4
Baseten	Engineering Manager - Forward Deployed Engineering (LLM)	Data AI	8	L3
Autodesk	Principal Developer, AI/ML	Enterprise	8	L4
NVIDIA	NCX Engineer, AI Accelerator	Semiconductors	8	L3
CrowdStrike	Platform Professional Services Senior Consultant, AI (Remote)	Enterprise	8	L4
NVIDIA	Senior Software Engineer, Quantized Inference	Semiconductors	8	L3
Pinterest	Engineering Manager, Developer Agents	Consumer	8	L4
Anthropic	Staff Software Engineer, Inference	AI Frontier	8	L3
Disney	Lead Data Scientist, Ad Research	Media	8	L4
Datadog	Manager I, Engineering - AI Platform - Training & Serving	Enterprise	8	L3
Joby Aviation	Staff Flight Research Machine Learning Engineer	Robotics	8	L4
Workday	Principal, Software Development Engineer	Enterprise	7	L3
CrowdStrike	Platform Professional Services Sr. Consultant (Remote, ESP)	Enterprise	7	L4
Google	Engineering Tech Lead, Google Photos	Big Tech	7	L6
CrowdStrike	Platform Professional Services Sr. Consultant, AI (Remote, MEX)	Enterprise	7	L6
CrowdStrike	Platform Professional Services Sr. Consultant, AI (Remote)	Enterprise	7	L3
OpenAI	Engineering Manager, Sensitive Deployments	AI Frontier	7	L6
CrowdStrike	Platform Professional Services Senior Consultant, AI (Remote)	Enterprise	7	L6
AMD	Sr. Software Development Engineer	Semiconductors	7	L3
Perplexity	Member of Technical Staff (Software Engineer, Data Platform)	AI Frontier	7	L0
Google	Senior Software Engineer, AI/ML, Google Photos Reminiscing	Big Tech	7	L6

Frequently asked questions

What is Ray Serve and how common is it in AI job postings?
Ray Serve is a skill in the "Frameworks & Tools" category. It currently appears in 40 active AI roles across 24 companies in our index.
Which companies are hiring for Ray Serve?
The top employers with active AI roles mentioning Ray Serve are: CrowdStrike (5), Walmart (4), OpenAI (4), Google (3), NVIDIA (2).
Is demand for Ray Serve growing?
Over the last 12 weeks, 30 new AI postings mentioned Ray Serve. Demand is rising — up 44% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Ray Serve used?
Roles requiring Ray Serve are concentrated in: agents (43%), serving infrastructure (33%), application (18%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Ray Serve

Top employers

Demand trend

Frequently asked questions

Demand trend

Ray Serve

Top employers

Frequently asked questions