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Post-Doctoral Fellow, Research - CBM
Posted Aug 5, 2026 · We last checked this listing on Oct 6, 2026
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Likely interview questions for this role
Written from this job description, not a generic list. Each one notes what the interviewer is really checking.
About your past
Tell me about your doctoral research and how it connects to computational or biomedical work in rehabilitation.
What they are checking: Whether their background fits the lab and they can see where their skills apply to rehab problems.
Tell me about a paper you led from start to finish.
What they are checking: Whether they can drive research to publication, which is central to a postdoc role.
What grant or fellowship would you apply for during this postdoc, and why?
What they are checking: Whether they are planning their path to independence through funding.
What would you do
A clinician on your team doesn't trust your model's results. How do you respond?
What they are checking: Whether they can explain their methods clearly and take clinical concerns seriously.
You're asked to help on a project outside your expertise. What do you do?
What they are checking: Whether they are willing to learn new areas and collaborate across a research team.
About the work
How would you design a study that uses wearable sensor data from patients to measure recovery?
What they are checking: Whether they can plan data collection, outcomes and analysis that work with real patients outside the lab.
Walk me through how you'd handle messy real-world clinical data with missing values and noise.
What they are checking: Whether they clean and model clinical data carefully instead of assuming it behaves like lab data.
How do you validate a model so you're confident it will work on new patients?
What they are checking: Whether they avoid overfitting by using proper validation, such as testing on held-out participants.
What programming languages and tools do you use for your analyses?
What they are checking: Whether they have the technical skills to work independently on data and models.
How do you protect patient privacy when working with clinical research data?
What they are checking: Whether they understand IRB rules and data protection when using health information.
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Practice this out loudThe full job description
As published by Shirley Ryan AbilityLab.