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AI Engineer - Medtech SaaS


Matrix One is a leading provider of software solutions for medical device companies, helping them design & build their products faster and safer. Our mission is to streamline the product development and compliance process, enabling companies to bring medical devices to market faster and more efficiently.


We're looking for an experienced AI Engineer based in Europe with deep expertise in NLP, LLMs, and RAG architectures. In this role, you will revolutionize how medical device companies interact with complex regulatory documentation and compliance processes through intelligent AI-powered features.


What you'll do:

  • Accelerate Customer Success: Design and implement NLP solutions and RAG systems that drastically reduce time spent on regulatory documentation, helping our customers bring medical devices to market months faster while maintaining compliance quality.
  • Intelligent Automation: Build LLM-powered features that transform how Regulatory Affairs & Quality Assurance teams work - automating repetitive compliance tasks, instantly surfacing relevant regulatory guidance, and generating first-draft documentation that would typically take days to create manually.
  • Seamless Integration: Develop AI capabilities that integrate naturally into our platforms, ensuring customers can leverage powerful AI features without disrupting their existing workflows or compromising on security and traceability.
  • Customer-Driven Innovation: Partner with internal teams, customer success, and product teams to identify the highest-impact opportunities where AI can eliminate bottlenecks, reduce human error, and help medical device companies achieve their time-to-market goals.

All about you:

  • 4-10 years of experience as an AI/ML Engineer with demonstrated expertise in production-grade NLP systems and LLM implementations
  • Deep expertise in Python, MLOps practices, and modern NLP frameworks, with extensive hands-on experience in LLM landscape and RAG architectures
  • Proven track record implementing RAG systems for document processing, knowledge retrieval, and intelligent search
  • Outstanding problem-solving abilities with the capacity to translate complex regulatory compliance requirements into scalable AI solutions that deliver measurable value to medical device manufacturers


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