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MHmama health
mama healthHealthTech

Senior AI Engineer

Location

Berlin, Germany

Work type

Onsite

Employment

Full Time

Experience

5-10 years

Compensation

Compensation not disclosed

Posted

1h ago

Summary and responsibilities

Role overview

Summary

As a Senior AI Engineer at mama health, you will be responsible for designing, building, and owning core production-grade AI systems, including LLM-based workflow agents and robust RAG pipelines. This role involves end-to-end ownership of AI features, from prototyping to production, with a strong focus on quality, reliability, and impact in the healthcare domain.

Your mission

  • Design and ship production-grade AI systems: Build scalable LLM-based systems, including workflow agents and multi-agent architectures, that run reliably in real-world environments.

  • Own AI features end-to-end: Take responsibility from idea → prototype → evaluation → production, with a strong focus on quality, reliability, and impact.

  • Build robust RAG pipelines: Implement retrieval systems using embeddings, vector databases, and structured data to ensure grounded, high-quality outputs.

  • Develop intelligent patient-facing features: Create systems that turn unstructured patient data into personalized insights and health reports.

  • Drive evaluation and quality: Build and iterate on evaluation frameworks for LLM outputs, retrieval quality, and agent performance.

  • Collaborate cross-functionally: Work closely with product, data, and domain experts to translate real healthcare problems into effective AI solutions.

  • Optimize for performance and scale: Improve latency, cost-efficiency, and robustness of AI systems in production.

Your profile

  • Bachelor's or Master's degree in Computer Science, Data Science, or a related field

  • Strong experience building LLM-based applications in production

  • Excellent Python skills

  • Hands-on experience with:

    • RAG systems, embeddings, and vector databases

    • Prompt engineering and structured outputs

    • 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

  • You are execution-focused and pragmatic — you ship and iterate quickly

  • You’re comfortable working in ambiguity and fast-paced environments

Updated 1h ago

Candidate fit

Skills and qualifications

Additional skills

AI Systems • 1+ yrs
LLM • 1+ yrs
Workflow Agents • 1+ yrs
Multi-agent Architectures • 1+ yrs
RAG Systems • 1+ yrs
Embeddings • 1+ yrs
Vector Databases • 1+ yrs
Python • 1+ yrs
Prompt Engineering • 1+ yrs
Structured Outputs • 1+ yrs
LangChain • 1+ yrs
LangGraph • 1+ yrs
LlamaIndex • 1+ yrs
Autogen • 1+ yrs
CrewAI • 1+ yrs
Clean Code • 1+ yrs
Testing • 1+ yrs
CI/CD • 1+ yrs
Docker • 1+ yrs
LLM Evaluation • 1+ yrs
Search Quality • 1+ yrs
AWS • 1+ yrs
GCP • 1+ yrs
Azure • 1+ yrs
Execution-focused • 1+ yrs
Pragmatism • 1+ yrs
Working in ambiguity • 1+ yrs
Fast-paced environments • 1+ yrs
Collaboration • 1+ yrs
Problem Solving • 1+ yrs
Scalability • 1+ yrs
Reliability • 1+ yrs
Quality Assurance • 1+ yrs

Experience

5-10 years

How this role is positioned

Role classification

Job domains

Software Engineering

Industries

Healthcare & Pharma

Employment

Full Time

Contract duration

Permanent

Hiring type

Direct

Global hiring

Location specific

Offer details

Compensation and benefits

Compensation

Compensation not disclosed

VisibilityShared on listing
CurrencyUSD
PeriodYearly

Location, schedule, and role shape

Work setup

Work conditions

Primary locationBerlin, Germany
Work typeOnsite
Global hiringNo

Bandwidth profile

peopleMedium7/10
physicalLow2/10
cognitiveHigh9/10
executionHigh9/10
creativityHigh9/10
uncertaintyHigh8/10
communicationHigh8/10

Context on the employer

Company snapshot

Company

mama health

Team size

Growing team

Location

Berlin, Germany

mama health's mission is to build the largest healthcare data platform, offering a Patient App for chronic patients to find answers and a Patient Journey Analytics Platform for healthcare providers to improve patient care. The company focuses on an entrepreneurial spirit, results-driven culture, and inclusive values, building a diverse team with medical, technical, and business expertise.

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Senior AI Engineer

Berlin, GermanyFull Time