Data Analyst

To be considered, the candidate must :

• Have hands-on experience in neuroscience or neuroimaging , ideally from a research or academic setting
• Be strong in Python (numpy, pandas) and comfortable reading scientific papers
• Have experience working with public datasets and collaborating through GitHub
• Must not be located in Texas or Illinois

Submission Note :

• When submitting, please include their most relevant project or paper related to neuroimaging or neuroscience.

Goal :

• We aim to accelerate the onboarding of neuroimaging datasets available publicly onto our code base, in order to improve our ability to decode brain activity.

Required skills :

• Python programming : intermediate level, numpy, pandas

Collaboration through Github

Approach :

• Review our team repository, and the studies in particular : link and familiarize yourself with the existing code and folder structure.
• Create a new Python class for each dataset :
• Ensure each class is named appropriately according to the dataset.
• Place the new class files in the appropriate directory within the repository.
• Implement Data Download Method :
• Write a method in each class to download the dataset.
• Ensure the method handles different data formats and potential errors during download
• Specify Filenames for Neuroimaging Recordings :
• Implement functionality to identify and list all neuroimaging recording filenames.
• Ensure this process is adaptable to different data structures within datasets.
• Create DataFrame for 'Events' in Recordings :
• Develop a method to parse and list the 'events' in each recording (, images, sounds).
• Include columns for event types and their relative onsets in the recordings.
• Code Review and Merge :
• Submit your code for review by a peer or a senior team member.
• Address any feedback and ensure the code adheres to the project's coding standards.
• Merge the code into the main branch upon approval.

Candidate Requirements Must-Have Skills Exp in neuro imaging, neuroscience Data analysis background (research engineering in a neuroscience lab)

Worked on data sets

Reading scientific papers Strong python

Github and publications (public track record) Nice-to-have Skills PhD in neuroscience Open source contributions Data collections related to neuroscience / neuro imagining Years of Experience : Keywords : Neuro science and neuro imaging

Overall years : years of working experience with Master's role work contributions OR just + years overall

Things that the client looks for in their resume : Latest academic degree, year of graduation, most relevant project / paper they have worked on

Recent job titles Degrees / Certifications Required : Master's in computer science / neuroscience with AI / Engineering background