Machine Learning Engineer (all genders)

The role

You will drive the integration of intelligent systems into real-world clinical environments. You will focus on bringing state-of-the-art models into production and embedding them into Avelios software to improve medical workflows.

What you will do

• Collaborate with the core development team to bring machine learning into production
• Design and train ML models on large-scale clinical datasets
• Integrate AI-powered solutions into real medical workflows
• Evaluate, benchmark, and fine-tune existing models to fit clinical use cases
• Work with Federated Machine Learning frameworks for privacy-preserving model training
• Collaborate with leading academic and research institutions
• Own the reliability, performance, and quality of AI features in production
• Leverage access to high-performance computing infrastructure to build robust ML pipelines

Required qualifications

• Degree in Informatics, Computer Science, or a related field - or equivalent practical experience
• Strong coding background
• Hands-on experience deploying ML systems to production using PyTorch, LangChain, and Pydantic, including LLMs, ASR models, and RAG pipelines with vector databases (e.g., Qdrant)
• Interest in new technologies and their application to real-world challenges
• Fluency in English

Nice to have

• GitHub contributions
• Publications at top conferences or demonstrated cutting-edge results in applied ML (e.g., Speech Recognition or NLP)
• German is a plus

Benefits

• Variety in your tasks and the opportunity to take ownership
• An international, informal team structure in a motivating start-up atmosphere
• Ability to gain valuable hands-on experience in a startup backed by leading international VCs
• Support for your personal development through continuous learning and feedback
• Set your own rhythm with flexible working hours and trust-based time tracking
• A virtual stock option package (VSOP)
• A monthly meal allowance up to 75 euros
• Full coverage of the Deutschlandticket, Urban Sports Club or a subsidized Wellpass membership
• A bike leasing program
• Corporate Benefits that give you access to discounts from a wide range of providers

About the company

Avelios has built a modular software platform that digitizes and optimizes workflows in hospitals with cutting-edge technology. Their mission is to unlock clinical data to power seamless healthcare operations for better patient care.