(Senior) Software Engineer Deep Learning and Algorithms - heart.ai

• Develop algorithms combining deep learning, computational geometry, and medical imaging for heart.ai, our cloud-based software supporting cardiac interventions
• Build and optimize 3D segmentation, modeling, and measurement pipelines for clinically relevant planning workflows
• Design, train, and validate DL models and geometry methods for integration into the heart.ai platform
• Collaborate with Product and Engineering teams to translate clinical needs into robust algorithm designs
• Work with Clinical, Regulatory, and Quality teams to ensure compliance with medical device development standards
• Continuously improve algorithm accuracy, robustness, and computational efficiency while contributing to research and exploration of new methods

• MSc or PhD in Computer Science, Biomedical Engineering, Applied Mathematics, or a related technical field
• At least 3 years of experience developing deep learning models and computational geometry algorithms, especially deriving measurements from 3D segmentations
• Strong software development skills, particularly in Python, and ideally experience with TypeScript and AWS-based cloud products
• Background in medical image analysis (CT/MRI/echo), including 3D data processing, mesh handling, and geometric feature extraction
• Solid understanding of algorithm optimization, numerical stability, and rigorous validation methodologies
• Experience collaborating with engineering, product, clinical, and quality teams; ideally within medical or regulated environments
• Strong communication skills, structured problem-solving capabilities, and a high sense of ownership

Abbott is a global healthcare leader, creating breakthrough science to improve people's health. We're always looking towards the future, anticipating changes in medical science and technology. In Germany, Abbott has more than 4,000 employees working in manufacturing, research and development, logistics, manufacturing, sales and marketing. They are located at Abbott`s German headquarters in Wiesbaden and its sites in Hanover, Neustadt am Rübenberge, Wetzlar, Eschborn, Cologne, Jena, Hamburg and Munich. Working at Abbott At Abbott, you can do work that matters and help people to live a healthier and full life, grow your career, and learn, be your true self. You will have access to: * Career development with an international company where you can grow the career you dream of * An attractive benefits package (e.g. attractive Abbott Pension Plan, a company bike, employee stock purchase program) * A company recognized as a great place to work in dozens of countries around the world and named one of the most admired companies in the world by Fortune. * A company that is recognized as one of the best big companies to work for as well as a best place to work for diversity, working mothers, female executives, and scientists. * A challenging position in a fast-growing crisis independent industry * To become part of a dynamic, highly educated, highly skilled, and motivated team * Flat hierarchies, open appreciative mentality, and efficient, constructive lines of communication * Multi-national environment, where we foster the development of our talents within the enterprise