Research Associate

McGill University•Montreal, QC

6d•CA$34•Onsite

About The Position

The Research Associate will participate in the execution of research projects independently focusing on computational neuroanatomy and image processing in the laboratories of Dr. Boris Bernhardt and Dr. Alan C. Evans at the Montreal Neurological Institute (MNI). His/Her/Their work will be focused on hippocampal and whole-brain image processing software development, fundamental and translational neuroscience applications, and, application of AI to neuroimaging data. The research involves the development of coordinate transforms for the brain that respect anatomical features like developmental origin, topology, function, gene expression, etc. The candidate will develop neuroimaging software and translate into commercial and clinical applications. The candidate will use machine learning as a method for analytics and as a parallel to brain organization. The candidate will optimize machine learning support including synthetic data generation, fusing multimodal data, model design. The candidate will be expected to train students and junior research staff in the labs. It is expected that the candidate will author and contribute to publications. Will also perform other research related tasks as required.

Requirements

Hold a PhD in Neuroscience or related field, with a neuroimaging and computational component.
Completed a minimum of 5 years of relevant postdoctoral experience with proven excellent record of publications in internationally recognized journals.
Previous experience of image processing.
Knowledge of brain development and neurodevelopmental disorders are essential.
Experience of programming using Python tool/libraries.
Experience using computational modelling and machine learning algorithms.
Demonstrated expertise in solving problems using coding assistance tools.
Experience with grant writing, fellowship applications and presentations required.
Demonstrated ability to teach trainees.
Capability to deal well in a complex, changing and deadline driven environment.
Authorized to work in Canada.
Willing to work in the province of Quebec at the campus where the position is based / located.

Responsibilities

Participate in the execution of research projects independently focusing on computational neuroanatomy and image processing.
Focus on hippocampal and whole-brain image processing software development, fundamental and translational neuroscience applications, and application of AI to neuroimaging data.
Develop coordinate transforms for the brain that respect anatomical features like developmental origin, topology, function, gene expression, etc.
Develop neuroimaging software and translate into commercial and clinical applications.
Use machine learning as a method for analytics and as a parallel to brain organization.
Optimize machine learning support including synthetic data generation, fusing multimodal data, model design.
Train students and junior research staff in the labs.
Author and contribute to publications.
Perform other research related tasks as required.