Postdoctoral Researcher Position in Neurology and Weill Institute for Neurosciences at UCSF

6 days ago

California USA, United States University of California, San Francisco Full time
Postdoctoral Researcher Position in Neurology and Weill Institute for Neurosciences at UCSF

We are seeking a highly motivated postdoctoral researcher to join our team at the University of California, San Francisco (UCSF) in the Department of Neurology and Weill Institute for Neurosciences. The successful candidate will be part of a dynamic and multi-disciplinary group of physicians, neuroscientists, and data scientists developing cutting-edge technologies and applications that leverage advanced signal processing, time-series prediction modeling, and quantitative neuroimaging.

Key Responsibilities:
  • Perform data mining, develop algorithms, and analysis involving physiological and health records time-series
  • Develop pipelines for data cleaning and preprocessing and data integrity tasks to optimize and correct errors, inconsistencies, or missing data needed for analyses
  • Assist in acquiring and maintaining data acquisition from multiple sources including multimodal physiological time series, neuroimaging, and electronic health records
  • Organize, support, and maintain a central large research database with various data types including physiological time series, neuroimaging, and electronic health records
Requirements:
  • Ph.D. in a field related to computer science, statistics, mathematics, electrical engineering, or computational biology/neuroscience
  • Demonstrated proficiency in programming in Python and ability to create shells for automated data analysis
  • Knowledge or experience with machine learning and statistical analysis
  • Knowledge or experience with relational databases (SQL, NoSQL), and electronic health records
Preferred Qualifications:
  • Knowledge and familiarity working with Jupyter Notebooks and version control (GitHub/Git)
  • Knowledge or experience with deep learning frameworks, e.g., TensorFlow, Keras, or PyTorch
  • Knowledge of natural language processing techniques
  • Knowledge of high-performance computing and dynamic modeling methods

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