Senior AI/ML Engineer

This is a fully remote position, open to applicants in Germany, +6 more countries.

📋 Description

• Develop robust chat and generative AI applications utilizing agentic frameworks.

• Design and enhance agent behavior, focusing on routing, tool calls, context management, grounding, and instruction compliance.

• Ensure that AI outputs remain in draft status until approved by a clinician.

• Evaluate the value of the agentic system through observability data, tailored evaluation metrics, and user feedback.

• Enhance prompts, models, and system architecture based on evaluation outcomes.

• Establish and refine logging, tracing, metrics, dashboards, and prompt management systems.

• Create and sustain infrastructure that deploys AI agents via REST APIs and web user interfaces.

• Manage containerization, orchestration, and API development processes.

• Integrate security best practices and maintain compliance to safeguard sensitive health information.

• Monitor advancements in AI and transform promising methods into production-ready implementations.

• Take ownership of key AI initiatives across various products from inception to completion.

• Provide mentorship to engineers and contribute to the development of AI technical strategy.

• Collaborate with product and business stakeholders to convert open inquiries into solid recommendations.

⛳️ Requirements

• A minimum of 8 years of relevant industry experience, with a robust background in AI/ML at a senior level or higher.

• Practical experience in designing, launching, and managing LLM-powered products, including RAG and agents, in a live production environment.

• Experience in productionizing both traditional ML systems and LLM systems.

• Hands-on experience with LLM evaluation methodologies, including golden datasets, LLM-as-a-judge, and both offline and online metrics.

• Proven ability to systematically enhance prompts and models.

• Strong deep learning experience applied to real-world challenges.

• Excellent coding skills across the technology stack.

• Proficient in Python, Go, GitHub Actions, and AWS.

• Expertise in Python and at least one web framework such as FastAPI, Django, or Flask.

• Familiarity with security and privacy practices, including PII redaction, LLM guardrails, and GDPR compliance.

• Experience in leading, mentoring, and assisting fellow engineers.

• Ability to shape technical direction and provide recommendations to product and business stakeholders.

• Clear communication skills in English, capable of engaging with both technical and non-technical audiences.

• Ability to simplify complex topics and collaborate effectively across teams.

• A solution-oriented mindset with thorough problem analysis and resolution skills.

• Experience in regulated industries such as healthcare or fintech is advantageous.

• Ideally, experience with AI products that are certified as medical devices within the context of regulated industry experience.

• Proficiency in the German language is a plus.

• Must be legally authorized to work in Germany or the EU.

🏝️ Benefits

• Opportunities for growth and development, including ownership of new projects, enhancing technical leadership, and exploring innovative AI strategies.

• Meaningful work that positively impacts patients, families, and healthcare professionals.

• Flat organizational structure.

• Strong team dynamics.

• Culture of mutual respect, loyalty, and recognition.

• Fully remote work options.

• Flexible working hours.

• Workations available by arrangement.

• Edenred card for personal use.

• Birthday leave.