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.
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.
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
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., Speech Recognition 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
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
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