AI Algorithm Developer

The AI Algorithm Developer will focus on developing advanced algorithms that integrate deep learning, computational geometry, and medical imaging for heart.ai, our innovative cloud-based software. The ideal candidate will possess strong software development skills, particularly in Python, and have a robust background in medical image analysis, enhancing the capabilities of our platform aimed at supporting cardiac interventions. Main Responsibilities: • Develop algorithms for cardiac interventions. • Build and optimize 3D segmentation and modeling pipelines. • Design, train, and validate deep learning models for integration into heart.ai. • Collaborate with cross-functional teams to ensure clinical needs are met. • Work with Regulatory and Quality teams to ensure compliance standards are maintained. • Continuously improve algorithm accuracy and computational efficiency. • Contribute to research in exploring new algorithmic methods. Key Requirements: • Minimum of 3 years of experience with deep learning models and computational geometry algorithms. • Strong software development skills in Python. • Experience with TypeScript and AWS cloud products is a plus. • Background in medical image analysis including 3D data processing. • Familiarity with frameworks such as Numpy, Scipy, PyTorch, and VTK. • Solid understanding of algorithm optimization and validation methodologies. Nice to Have: • Experience with mesh handling and geometric feature extraction in medical imaging. • Knowledge of regulatory requirements for medical device development.