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.