
Graduate Research Assistant
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Job overview
The Graduate Research Assistant will develop reproducible pipelines for high-frequency ambulatory wearable-sensor data, primarily from the Empatica EmbracePlus. The work includes organizing and assessing sensor data, preparing analysis-ready datasets, and integrating sensor streams with surveys, daily diaries, and participant metadata. The assistant will collaborate with the research team on workflow improvements and may assist with processing data from a lab-based electrophysiological experiment as project needs develop.
Skills & qualifications
Skills
Full job description
Develop and refine reproducible data-processing pipelines for high-frequency ambulatory sensor data collected from a wearable device, with primary emphasis on the Empatica EmbracePlus.Organize, clean, and perform quality assessment on raw and processed Empatica data, including electrodermal activity, heart rate, PPG-derived measures such as HRV, accelerometry-derived measures such as activity and sleep/wake patterns, skin temperature, and related time-stamped sensor streams.Develop procedures for data quality assessment, signal review, feature extraction, and preparation of analysis-ready datasets from two-week ambulatory sensor collection periods.Support the integration of ambulatory sensor data with survey data, two-week daily diary data, and related participant metadata.Develop and maintain code for data pre-processing, post-processing, and integration. MATLAB is preferred, though experience with Python or R will also be considered.Use GitHub for version control and reproducible research workflows. Create clear documentation, workflow notes, and annotated code to support future use of the data-processing pipelines.Collaborate with research team members to troubleshoot data-processing issues, improve workflow design, and follow secure, ethical, and IRB-compliant data-handling protocols.As project needs develop, assist with related processing workflows for data from a lab-based electrophysiological experiment.
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