40 active AI roles across 24 companies mention Ray Serve. Category: Frameworks & Tools.
New AI postings mentioning Ray Serve per week — 30 total over 12 weeks.
Ray Serve is a skill in the "Frameworks & Tools" category. It currently appears in 40 active AI roles across 24 companies in our index.
The top employers with active AI roles mentioning Ray Serve are: CrowdStrike (5), Walmart (4), OpenAI (4), Google (3), NVIDIA (2).
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.
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.
8 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 |
| Amazon | Senior Machine Learning Software Development Engineer, AI Ops Integration | Big Tech | 8 | L4 |
| Engineering Tech Lead, Google Photos | Big Tech | 7 | L6 | |
| Senior Software Engineer, AI/ML, Google Photos Reminiscing | Big Tech | 7 | L6 | |
| Photos Mission Tech Lead, Applied AI, Full Stack | Big Tech | 7 | L4 | |
| Apple | Machine Learning Engineer - iCloud Anti-Abuse | Big Tech | 7 | L3 |
| Apple | Senior Machine Learning Platform Engineer - AI, Search & Knowledge | Big Tech | 7 | L3 |