Senior AI Engineer

Your mission

This role requires you to be based in Berlin)
As an AI Engineer, you will play a key role in developing cutting-edge AI-driven solutions that empower patients, enhance collaboration within the healthcare ecosystem, and drive innovation in patient journey analysis. You will work on creating advanced workflow agents and multi-agent systems designed to streamline processes for both pharmaceutical clients and individual patients. Your expertise will help bridge the gap between healthcare and technology.

Your contributions will include:
   
•    Designing and developing intelligent, scalable AI systems: You'll be responsible for building advanced workflow agents and multi-agent systems that improve the patient experience, optimize healthcare operations, and support our pharmaceutical partners with actionable insights.
   
•    Building solutions for personalized health reports: Leveraging AI and machine learning, you will contribute to creating personalized health reports that provide patients with deep, actionable insights based on their unique medical data and experiences.
   
•    Empowering patients through data-driven insights: You'll work on systems that help patients share their medical experiences with others, fostering a sense of community and collaboration, and facilitating better-informed healthcare decisions.
   
•    Enhancing operational efficiency: By creating AI-powered tools that streamline workflows, your work will reduce inefficiencies and improve outcomes both for patients and for organizations within the healthcare sector.
   
•    Collaborating across teams: You will collaborate closely with product managers, data scientists, healthcare professionals, and clients in the pharmaceutical industry to ensure that AI solutions are tailored to real-world needs and are compliant with healthcare standards.

Your work will directly contribute to transforming healthcare by leveraging the collective wisdom of patients, enhancing medical discovery, and advancing the use of AI in the healthcare field.

Your profile

• Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
• Strong expertise in Python.
• Experience with Retrieval Augmented Generation (RAG).
• Proficiency in Prompt Engineering.
• Knowledge of vector databases and embedding models.
• Familiarity with frameworks such as LangChain, LangGraph, and LlamaIndex.
• Experience with multi-agent libraries/frameworks like Autogen, Pydantic AI, CrewAI, Swarms etc..
• Understanding of data engineering concepts, including data pipelines, data integration, and data warehousing.
• Ability to work with large datasets and perform data cleaning, transformation, and manipulation.
• Experience with version control, small and regular commits, unit tests, CI/CD, packaging, and Docker.
• Experience in Knowledge Graph Modelling is a plus.
• Experience building evaluation systems for LLMs or search.
• Cloud Platforms: AWS (SageMaker, EC2, Glue), Azure (ML Studio), Google Vertex
• Knowledge of AI ethics, bias mitigation, and responsible AI practices is a plus.
• Strong analytical thinking and creative problem-solving skills.
• Good communication skills for collaborating with cross-functional teams and stakeholders.

About us

mama health's mission is to build the largest healthcare data platform where patient find answers and healthcare players see how they can improve. We built 2 products:
1) a Patient App that helps chronic patients find answers to their daily questions - using best in class multi-agent systems and proprietary data
2) a Patient Journey Analytics Platform to see real time patient needs, roadblock and what needs to be done to improve patients care

Our values
- Entrepreneurial spirit: We seek exceptional talent with the drive, passion, and creativity to shape the future of our company. This isn't a place for those seeking routine tasks or detailed instructions. If you're eager to influence the future of healthcare with your ideas and contributions, mama health is the place for you.
- Results-driven culture: We operate by objectives and reward exceptional performance. Goals are clear and accountability is key. If you miss your targets, we expect you to step up and put in the extra effort. When you achieve them, take the time to recharge and celebrate your success.
- Inclusive values: As a company addressing chronic diseases worldwide, we are building an international, diverse team. Our employees bring together a mix of medical, technical, and business expertise, representing over five nationalities.

Our work environment and benefits
At mama health, we work (very) hard but know how to have fun. Most of our team is based in Berlin, with regular trips to our Berlin office for remote team members. We offer a range of benefits, including educational courses, gym memberships, mentoring, and more. We host frequent team events and an annual "workation" where the entire team gathers for a week of collaboration and bonding.

Join us to help transform patient experiences into actionable insights and shape the future of healthcare.

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