Machine Learning Scientist (Graduate/Postdoc Level) - Contract

Oncoustics is a cutting-edge healthtech startup seeking a graduate student or postdoc in machine learning eager to gain hands-on experience. The role involves designing and optimizing neural network architectures, working with various models, and contributing to end-to-end machine learning pipelines.

Responsibilities:

• Design, build, and debug new neural network architectures from scratch
• Adapt and optimize existing deep learning models for challenging data cases
• Diagnose and interpret model limitations using performance metrics
• Work with regression and classification models, including waveform/time-series signals and imbalanced datasets
• Implement strategies for individual frame-to-patient data aggregation
• Contribute to end-to-end ML pipelines, including training and evaluation
• Apply methods such as multi-instance learning, self-supervised learning, or contrastive learning