Working Student Machine Learning

ABOUT US

Our mission at Avelios is to build the leading software platform for the data-driven digitization of hospitals and patient care. To do so, we have built a modular software platform that digitizes and optimizes workflows in hospitals with cutting-edge technology in a user-friendly way. With our software, we enable hospitals, doctors & nurses to provide their patients with the best possible care.
We are growing fast and want to keep expanding our team and business to fundamentally digitize healthcare for the better. We appreciate different backgrounds and see diversity as one of our strengths.

THE TEAM AND ROLE

As a Working Student Machine Learning (all genders), you will support to drive the integration of intelligent systems into real-world clinical environments. Collaborating with our interdisciplinary development and research teams, your role will focus on building and deploying machine learning models at scale — with direct access to large medical datasets, top research institutions, and high-performance computing infrastructure. This is a unique opportunity to shape how AI transforms everyday medical workflows.

YOUR RESPONSIBILITIES

• Collaborate with our core development team to bring machine learning into production

• Support design and train ML models on large-scale clinical datasets

• Support Integrate AI-powered solutions into medical workflows

• Work with Federated Machine Learning frameworks for privacy-preserving model training

• Leverage access to high-performance computing infrastructure to build robust ML pipelines

YOUR QUALIFICATIONS

• Degree in Informatics, Computer Science, or a related field — or equivalent practical experience

• Hands-on experience with PyTorch, TensorFlow, or Keras

• Publications at top conferences or demonstrated cutting-edge results in applied ML (e.g., Computer Vision or NLP)

• Strong coding background — GitHub contributions are a plus

• Interest in new technologies and their application to real-world challenges

• Fluency in German and English

YOUR BENEFITS

• Variety in your tasks and the opportunity to take ownership

• Flexible working hours

• Support for your personal development through continuous learning and feedback and 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, allowing you to participate directly in our customer growth story and the overall success of Avelios

• Ability to gain valuable hands-on experience in a startup backed by leading international VCs

• A monthly meal allowance up to 75 euros, and Corporate Benefits that give you access to discounts from a wide range of providers in various areas