Job
In this position, you will develop robust generative AI applications, optimize core behaviors such as routing and context management, and integrate security standards into production systems.
Job technologies
Your role in the team
- As a senior member of the AI team, you will work on building cutting-edge agentic systems that work reliably in production environments where privacy and correctness are top priorities.
- This is a hands-on role: you will own key AI initiatives end to end and work across products, since the hardest problems here span more than one team.
- Build robust chat and generative AI applications on agentic frameworks, designing and optimizing core agent behavior: routing, tool calls, context management, grounding, and instruction-following.
- Measure the real value of agentic systems through observability data, custom evaluation metrics, and user feedback, and use those results to improve prompts, models, and system design.
- Set up and improve logging, tracing, metrics, dashboards, and prompt management for our AI systems.
- Develop and maintain the infrastructure that ships AI agents into REST APIs and web UIs, including containerization, orchestration, and API development.
- Embed security best practices and uphold compliance to protect sensitive health information.
- Track new AI developments, turn the promising ones into production-ready implementations, and help set the direction of our AI work.
Our expectations of you
Qualifications
- Research projects and prototypes alone aren't enough here; we want to hear about systems real users depended on.
- If your background is in productionizing traditional ML systems rather than LLMs, we still want to hear from you.
- Strong coding skills across the stack. Ours includes Python, Go, GitHub Actions, and AWS, and you're comfortable reading and fixing code outside the main codebase.
- Proficiency in Python and at least one web framework (FastAPI, Django, Flask, …).
- Clear communication in English with technical and non-technical people alike, the ability to explain complex topics simply, and a track record of collaborating well across teams.
- A solution-driven mindset: you analyze problems thoroughly and then drive them to resolution.
Experience
- 8+ years of relevant industry experience, with a strong AI/ML background, at senior level or above.
- Hands-on experience designing, shipping, and operating LLM-powered products (RAG, agents) in live production.
- Hands-on experience with LLM evaluation, such as golden datasets, LLM-as-a-judge, or offline and online metrics, and with systematically improving prompts and models.
- Solid deep learning experience applied to real-world problems, with a focus on system-level integration rather than model training alone.
- Experience in environments where security and privacy are top priorities, such as PII redaction, LLM guardrails, and GDPR compliance.
- Experience leading, mentoring, and supporting other engineers.
- Experience shaping technical direction and making well-reasoned recommendations to product and business stakeholders, especially where strategy is still evolving.
- Nice to have: experience in regulated industries such as healthcare or fintech, ideally including AI products certified as medical devices, and German language skills, since our customers are German-speaking.
What we offer
- We invest in each person's development, whether that's taking ownership of new projects, deepening your technical leadership, or exploring new AI approaches.
- If you grow, we grow.
- Your work has a real impact on patients, their families, and healthcare professionals.
- Flat hierarchies, strong team dynamics, and a culture of mutual respect, loyalty, and recognition.
- Need to pick up your child from daycare or want to exercise at lunch? We support you, with fully remote work, flexible hours, and workations by arrangement.
Benefits
Work-Life-Integration
Topics you will work on
Job locations
About your employer
Recare Deutschland GmbH is a modern health tech startup based in Berlin that offers a digital platform for connecting hospitals, nursing, and rehabilitation facilities. The company optimizes administrative processes and enhances collaboration along the care chain through AI-supported workflows, particularly in discharge management. With a platform that integrates many acute hospitals and rehabilitation clinics, Recare contributes to increasing efficiency in healthcare.
- Startup
- Full Remote, Hybrid, Onsite
- Healthcare, Social Sector
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