Data Analyst I
2 months ago
The Division for Neuropsychiatry and Neuromodulation at the Massachusetts General Hospital, Harvard Medical School, is seeking a full time Data Analyst for a series of exciting large-scale projects aimed at understanding circuit dynamics underlying neuropsychiatric disorders and their treatments.
The laboratory is a multidisciplinary group conducting clinical, translational and basic human neuroscience research with healthy and neuropsychiatric populations, using device-based neuromodulation interventions (TMS, tDCS, ECT, DBS, etc.), neuroimaging, EEG, behavioral and clinical methods.
The program includes the Transcranial Magnetic Stimulation (TMS) clinical service, tightly integrated with our research mission, where we provide individualized treatments for neuropsychiatric patients.
Duties and Responsibilities:The Data Analyst responsibilities will include, but are not limited to:
- Implement and support statistical analyses, machine learning models, and processing pipelines/scripts for behavioral, EEG and multimodal neuroimaging analysis, including resting - state and task-based fMRI, DTI and volumetric data.
- Assist in the creation of databases, query tools for data mining, and documentation on their effective use. Behavioral (RedCap, etc.) and neuroimaging databases (BIDS, XNAT, etc.) are emphasized.
- Maintain quality control and integrity of neuroimaging and behavioral data by developing, implementing and overseeing data entry and QC protocols.
- Implement web-based behavioral questionnaires (e.g. RedCap) and program behavioral tasks with presentation software (e.g. Psychophysics Toolbox, PsychoPy, Presentation).
- Provide programming and analysis support for lab members.
- Coordinate general lab computer/network administration (including data management and archiving).
- Assist with the preparation of scientific reports and publications.
- Provide technical and logistical support for in-person study visits (data collection) as needed.
- Provide training and backup support for CRCs on various projects as needed.
- B.A., B.S. or equivalent with background in neuroscience, computer science, engineering or related fields. Masters or PhD degree preferred but not required. 2 years of prior technical experience.
- Proficient with multiple neuroimaging analysis platforms (e.g. HCP Pipeline and Workbench, FreeSurfer, SPM, FSL, AFNI, etc.).
- Strong programming skills and comfort with diverse computing environments (Linux) required.
- Strong background in statistics and statistical software scripting (R, Python preferred).
- Strong background creating scientific figures and writing technical scientific reports.
- Strong interpersonal skills and a high level of organization with careful attention to detail are absolutely required. This position requires a high degree of motivation and self - sufficiency, although extensive training and supervision will be provided.
- Experience with graph analyses, machine learning and modeling confer a significant advantage.
- Graphic or Web design skills are considered a plus.
All qualified applicants will receive consideration for employment without regard to race, color, religious creed, national origin, sex, age, gender identity, disability, sexual orientation, military service, genetic information, and/or other status protected under law.
We will ensure that all individuals with a disability are provided a reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment.
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