The ideal candidate will leverage their experience with complex data analysis, in particular time-series data analysis, biomedical/clinical informatics, and/or signal processing, to develop and evaluate algorithms to interpret continuous bedside monitoring data, integrating additional clinical data such as electronic medical records when appropriate. Prior experience with clinical or biosignal data is preferred but not required. Example projects include the development of algorithms to improve alerting systems for clinically significant arrhythmias and other events, using monitoring data to predict patient trajectories within specific disease cohorts, or assessing the impact of changing alerting mechanisms on overall alarm burden in retrospective data. There are also opportunities to contribute to the design and implementation of the data and computing infrastructure that underlie these efforts. The incumbent will work independently and in collaboration with CBR staff and faculty investigators to facilitate multiple research projects and CBR efforts.
Required Qualifications
- BS in related field and 2+ years of experience, or equivalent experience / training
- Thorough knowledge of at least one of Python, Java, C++, or related
- 1+ years of experience with time-series data analysis
- 1+ years of experience with signal processing methods and/or biomedical/clinical informatics
- 2+ years of experience with data science, including statistical analysis, data transformations, and visualization
- Advanced ability to communicate complex information in a clear and concise manner both verbally and in writing
Preferred Qualifications
- Advanced degree in related field
- Knowledge of HPC/cluster computing
- Experience with clinical data
- Track record of peer-reviewed research publications
- Experience with software engineering best practices
- Experience with SQL and/or noSQL databases
About UCSF Health
UCSF Health is an integrated health care network encompassing several entities, including UCSF Medical Center, one of the nation’s top 10 hospitals according to U.S. News & World Report, and UCSF Benioff Children’s Hospitals, with campuses in Oakland and San Francisco. We are recognized throughout the world for our innovative patient care, advanced technology and pioneering research. For more than a century, we have offered the highest quality medical treatment. Today, our expertise covers virtually all specialties, from cancer to women's health. In addition, the compassionate care provided by our doctors, nurses and other staff is a key to our success. Our services generate about 1.1 million patient visits to our clinics a year and $3.2 billion in annual revenue. We have 12,000 employees and dozens of locations throughout San Francisco as well as outreach clinics throughout Northern California and beyond.
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