Job
In dieser Rolle entwickelst du robuste generative AI-Anwendungen, optimierst Kernverhalten wie Routing und Kontextmanagement und integrierst Sicherheitsstandards in produktive Systeme.
Job-Technologien
Deine Rolle im 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.
Unsere Erwartungen an dich
Qualifikationen
- 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.
Erfahrung
- 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.
Unser Angebot
- 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
Themen, mit denen du dich im Job beschäftigst
Job-Standorte
Das ist dein Arbeitgeber
Recare Deutschland GmbH ist ein modernes Health-Tech-Startup mit Sitz in Berlin, das eine digitale Plattform zur Vernetzung von Krankenhäusern, Pflege- und Rehaeinrichtungen anbietet. Das Unternehmen optimiert administrative Prozesse und fördert die Zusammenarbeit entlang der Versorgungskette durch KI-gestützte Workflows, insbesondere im Entlassmanagement. Mit einer Plattform, die viele Akutkrankenhäuser und Rehakliniken integriert, leistet Recare einen Beitrag zur Effizienzsteigerung im Gesundheitswesen.
- Startup
- Full Remote, Hybrid, Onsite
- Gesundheitswesen, Soziales
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