Ataraxis AI is a clinical AI research lab focused on precision medicine and predictive healthcare. They are seeking a Member of Technical Staff, Research Engineer to implement advanced machine learning models and collaborate with a team to develop innovative clinical tools.
Responsibilities:
- Implement novel machine learning models and methods for self-supervised learning, survival analysis, multi-modal learning, causality and interpretability
- Translate machine learning and statistics papers into production-ready code
- Build robust model evaluation frameworks and monitor model performance
- Develop pipelines for data preprocessing, integration, and quality assurance
- Maintain high standards of scientific documentation to ensure reproducibility and clarity in both internal reports and external publications
- Optimize code to run efficiently on GPU clusters, with emphasis on speed and scalability
- Deploy machine learning models to the cloud in optimized inference pipelines
- Develop and maintain regression and unit tests to ensure high-quality code
- Disseminate the results by co-authoring research papers and abstracts
- Collaborate with a multidisciplinary team of engineers and scientists