As a Senior AI Engineer at Uncovr.ai, you will architect and deploy production-grade AI systems for complex clinical workflows. You'll move beyond research to build robust model-driven workflows using LLMs and multimodal models, focusing on reliability and clinical impact to help surgical teams better understand, document, and improve their procedures.
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Senior AI Engineer at Uncovr
Join Uncovr.ai as a Senior AI Engineer in Paris to build the AI infrastructure powering the future of surgery. You will work at the intersection of AI and clinical workflows, developing production-grade systems that turn complex surgical video into structured insights. This is a high-ownership role for a pragmatic engineer ready to move beyond research and deploy reliable multimodal models that improve real-world healthcare outcomes. Help surgical teams document and master their craft with state-of-the-art AI technology.
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Location
Paris, France
Compensation
Not Disclosed
Company
Uncovr
Role overview
Healthtech
Medtech
AI10 employeesSeed (VC-backed)
Foundation Model for Surgery, building for surgical efficiency today and Surgical robotic autonomy tomorrow.
What you will do
- Architect and build production-grade AI systems that coordinate language models, multimodal reasoning, and retrieval-augmented generation for surgical data.
- Implement robust validation layers and observability tools to monitor system behavior, latency, failure modes, and clinical output quality.
- Collaborate with full-stack engineering and clinical teams to integrate AI capabilities into user-facing workflows and real-time surgical documentation tools.
Who this is a fit for
- Has 2-3+ years of experience in production AI engineering, specifically building and deploying complex LLM-driven applications or orchestration pipelines.
- Possesses deep Python expertise and strong software engineering fundamentals, with a focus on building reliable, testable, and scalable backend systems.
- Demonstrates practical knowledge of AI benchmarking, structured outputs, and evaluation loops suitable for high-trust, safety-critical medical environments.
Why this role is remarkable
- Work at the cutting edge of surgical intelligence, transforming real-time clinical video and multimodal data into structured, actionable insights for surgeons.
- Join a fast-moving, high-ownership team tackling technically ambitious problems with direct real-world impact on global healthcare quality and patient safety.
- Contribute to building a foundational AI platform from the ground up, moving complex multimodal models from the lab into production environments.
How Jack & Jill work together
I get to know what you’re great at, then find roles you’d never find yourself.Ok, I'll go first. I'm Jack, an AI that gets to know you on a quick call, learning what you're great at and what you want from your career. Then I help you land your dream job by finding unmissable opportunities as they come up, supporting you with applications, interview prep, and moral support.
I recruit from Jack’s network and make the intro when I spot a great match.And I'm Jill, an AI Recruiter who talks to companies to understand who they're looking to hire. Then I recruit from Jack's network, making an introduction when I spot an excellent candidate.
Jack gets to know what you're great at and what you want next, then searches 15 million jobs daily and helps you discover roles at companies like this.
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What happens next?
Jack’s an AI agent for job searching and career coaching. He works for you.
Jill is the AI recruiter working for the company. She recruits from Jack’s network.
If your profile’s a match and Uncovr wants to meet, Jill will make the intro. In the meantime, Jack will send you excellent alternatives.