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Senior AI Engineer - Agentic Systems

Uncovr· Engineering
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Parisfull-timePosted 3mo ago

About the role

Senior AI Engineer role at Uncovr to develop, test, and productionize AI capabilities for complex clinical workflows in healthcare software that turns surgical video into structured clinical insights.

Responsibilities

  • Build, test, and improve AI systems that support Uncovr’s product.
  • Work on AI workflows, model integration, evaluation, and production readiness.
  • Integrate language models, multimodal models, and AI services into product and backend systems.
  • Help improve AI system reliability, accuracy, latency, and robustness.
  • Build and maintain evaluation workflows for AI outputs across product use cases.
  • Test AI capabilities against real-world clinical and product scenarios.
  • Help identify uncertainty, edge cases, failure modes, and inconsistent outputs.
  • Support the development of validation layers that make AI outputs more reliable and useful.
  • Collaborate with product and engineering teams to translate requirements into working AI capabilities.
  • Contribute to logging, monitoring, error handling, documentation, and test coverage.
  • Analyze feedback, corrections, and evaluation results to improve system behavior over time.
  • Document AI workflows, assumptions, limitations, and known failure modes clearly.

Qualifications

  • Experience in AI engineering, applied ML, backend engineering, software engineering, or a related technical role.
  • Strong Python skills and good software engineering fundamentals.
  • Experience working with language models, multimodal models, AI APIs, or model-driven systems.
  • Practical understanding of how to build, test, and debug AI-enabled product workflows.
  • Ability to reason about AI system behavior, including errors, uncertainty, hallucinations, and failure modes.
  • Experience integrating AI capabilities into backend services or product workflows.
  • Familiarity with evaluation, testing, benchmarking, or quality checks for AI outputs.
  • Ability to work closely with product, engineering, and cross-functional stakeholders.
  • Strong attention to detail and comfort working with complex workflows.
  • Clear communication skills and a willingness to document technical decisions, assumptions, and limitations.
  • Comfort working in a fast-paced, ambiguous startup environment.

Skills

Required:PythonLanguage modelsMultimodal modelsAI system designEvaluation & benchmarkingDocumentation
Last updated Jul 15, 2026. Interested? Apply on the company site.

About Uncovr

Uncovr - Automatically turn your surgical videos into reports

Uncovr automates surgical video documentation, operative reports, billing codes, and clinical intelligence.

AICPT codesSurgical reportingSurgical video analysisautomationbilling codesclinical intelligencecoding
Company profileWebsite

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