Working Student Machine Learning (all genders)

The role

You will support the integration of intelligent systems into real-world clinical environments. You will focus on bringing state-of-the-art models like LLMs and ASR into production and embedding them into Avelios software.

What you will do

• Collaborate with our core development team to bring machine learning into production
• Support the design and training of ML models on large-scale clinical datasets
• Assist with the integration of AI-powered solutions into real medical workflows
• Support the evaluation, benchmarking, and fine-tuning of existing models for clinical use cases
• Explore Federated Machine Learning frameworks for privacy-preserving model training
• Collaborate with leading academic and research institutions
• Contribute to the reliability, performance, and quality of AI features in production
• Leverage access to high-performance computing infrastructure to build robust ML pipelines

Required qualifications

• Currently enrolled in Informatics, Computer Science, or a related field
• Strong coding background, especially in Python
• Exposure to ML frameworks such as PyTorch, HuggingFace, LangChain, or Pydantic, including LLMs, ASR models, or RAG pipelines with vector databases (e.g. Qdrant)
• Genuine interest in new technologies and their application to real-world challenges
• Fluency in English

Nice to have

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

Benefits

• Variety in your tasks and the opportunity to take ownership
• Flexible working hours
• Support for your personal development through continuous learning and feedback
• High chances to transition into a full-time role if the collaboration is successful
• 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
• A monthly meal allowance up to 75 euros
• Corporate Benefits that give you access to discounts from a wide range of providers

About the company

Avelios builds 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.