Responsibilities*
The successful candidate would work on multiple projects all related to modeling the function of the human auditory system. Responses to both natural stimuli (like speech and music) and synthetic diagnostic stimuli will be modeled. In addition to using existing datasets, the project will also entail the scheduling and collection of electroencephalography (EEG) data from human subjects. The applicant will be responsible for the designing, training, and testing models and disseminating the findings in journals and scientific conferences. A second goal is working towards several novel applications of the models once they are created. Often new techniques will need to be developed. Additional duties include assistance with regulatory compliance, mentoring of junior trainees, maintenance and sometimes fabrication of lab equipment, and other general tasks that come with part of being in an active research lab.
Required Qualifications*
Ph.D. in biomedical engineering or related field.
Strong knowledge of signal processing.
Extensive experience designing, training, evaluating, and publishing deep neural network models.
Strong scientific writing skills.
Strong programming skills in python, MATLAB, or other scientific computing language.
Ability to work independently, including identifying new scientific directions.
Desired Qualifications*
Experience with electroencephalography, magnetoencephalography, and/or electrocorticography.
Knowledge of auditory system function.
Experience performing experiments with human subjects.
Experience with soldering or other skills related to equipment maintenance.
Modes of Work
Positions that are eligible for hybrid or mobile/remote work mode are at the discretion of the hiring department. Work agreements are reviewed annually at a minimum and are subject to change at any time, and for any reason, throughout the course of employment. Learn more about the work modes.
Background Screening
Michigan Medicine conducts background screening and pre-employment drug testing on job candidates upon acceptance of a contingent job offer and may use a third party administrator to conduct background screenings. Background screenings are performed in compliance with the Fair Credit Report Act. Pre-employment drug testing applies to all selected candidates, including new or additional faculty and staff appointments, as well as transfers from other U-M campuses.
Application Deadline
This opening may be removed from posting boards and filled any time.
U-M EEO Statement
The University of Michigan is an Equal Opportunity Employer. We are committed to providing an environment of mutual respect where equal employment opportunities are available to all applicants, including protected veterans and individuals with disabilities.