Postdoctoral Research Fellow in AI/ML for Multimodal Prognostication - Remote

Overview

The Mass General Brigham NeuroAI Center is seeking a Postdoctoral Research Fellow with expertise in machine learning and biomedical data analysis to contribute to research in neuroscience and computational modeling.

In Short

• Develop and validate multimodal AI/ML models.
• Design time-series prediction frameworks.
• Manage large-scale EHR and telemetry datasets.
• Apply explainable AI techniques.
• Implement validation strategies for model robustness.
• Collaborate with multidisciplinary teams.
• Contribute to manuscript preparation and grant writing.
• Ph.D. in relevant fields required.
• Strong expertise in machine learning and statistical modeling.
• Excellent problem-solving and communication skills.

Requirements

• Ph.D. in computer science, biomedical engineering, or related field.
• Expertise in machine learning and deep learning.
• Experience with time-series analysis and transformers.
• Proficiency in Python and ML frameworks.
• Familiarity with neurophysiological data is desirable.
• Strong publication record in AI/ML applications.
• Ability to work independently and collaboratively.
• Excellent written and oral communication skills.

Benefits

• Diverse and interdisciplinary research environment.
• Access to large-scale clinical datasets.
• Opportunities to publish and present research.
• Collaborative research team with clinical expertise.