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MAmama health

Senior AI Engineer(m/w/x)

Berlin
Full-timeOn-siteSenior
AI/ML

Building LLM-based AI systems and workflow agents for a patient-experience platform. Production LLM application development and RAG systems experience required. Team events, offsites, and Wolt dinners.

Requirements

  • Bachelor's or Master's degree in Computer Science, Data Science, or related field
  • Strong experience building LLM-based applications in production
  • Excellent Python skills
  • RAG systems experience
  • Embeddings experience
  • Vector databases experience
  • Prompt engineering experience
  • Structured outputs experience
  • Experience with at least one major LLM framework (e.g. LangChain, LangGraph, LlamaIndex)
  • Experience with agent-based systems (e.g. Autogen, CrewAI, or similar)
  • Solid engineering fundamentals: clean code, testing, CI/CD, Docker
  • Experience with LLM evaluation or search quality is a strong plus
  • Familiarity with AWS, GCP, or Azure
  • Execution-focused and pragmatic
  • Comfortable working in ambiguity and fast-paced environments

Tasks

  • Design and build production-grade AI systems
  • Develop scalable LLM-based systems
  • Implement workflow agents and multi-agent architectures
  • Own AI features from idea to production
  • Focus on quality, reliability, and impact
  • Build robust RAG pipelines
  • Implement retrieval systems using embeddings
  • Use vector databases and structured data
  • Develop intelligent patient-facing features
  • Transform unstructured patient data into insights
  • Create personalized health reports
  • Drive evaluation and quality
  • Build evaluation frameworks for LLM outputs
  • Evaluate retrieval quality and agent performance
  • Collaborate with product, data, and domain experts
  • Translate healthcare problems into AI solutions
  • Optimize AI system performance
  • Improve latency and cost-efficiency
  • Enhance system robustness in production

Work Experience

  • 2 - 5 years

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • RAG systems
  • embeddings
  • vector databases
  • Prompt engineering
  • structured outputs
  • LangChain
  • LangGraph
  • LlamaIndex
  • Autogen
  • CrewAI
  • CI/CD
  • Docker
  • AWS
  • GCP
  • Azure

Benefits

Team Events

  • Team events
  • Offsites

Free or Subsidized Food

  • Wolt dinners

Parking & Commuter Benefits

  • Rides home when working late
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of mama health and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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