Job Description
Grow your career at Cedars-Sinai!
Data is vital to advance clinical knowledge across a spectrum of medical and surgical fields. Are you ready to transform data discoveries into valuable information, which will empower tomorrow's medicine?
Dr. Piotr Slomka, Ph.D. is looking for a Research Associate Data Scientist to join a diverse team!
The Slomka Laboratory focuses on developing innovative methods for fully automated analysis of nuclear cardiology data using novel algorithms and machine learning techniques, and on the development of integrated motion-corrected analysis of positron emission tomography (PET)/computed tomography (CT) angiography imaging.
The Research Associate Data Scientist participates in biomedical research projects using programming, data mining, statistics, machine -learning, and visualization techniques to develop, evaluate, and/or apply algorithms and software for data analysis. Responsibilities include querying databases, data processing, supervised and unsupervised machine learning, deploying production models, and communication of scientific findings via peer-reviewed publications and scientific conferences. Writes clean, performant, reusable code managed on GitHub to perform repeatable analyses and to train and deploy models to multiple environments.
Primary Duties & Responsibilities:
• Assists with the development, evaluation, and/or application of computational and statistical methods including artificial intelligence and machine learning algorithms and software for the analysis of biomedical data.
• Assists with the presentation and communication of scientific results through laboratory meetings, scientific conferences, and peer-reviewed publications.
• Creates database-to-deployment pipelines for models using the necessary programming languages (primarily Python, R, C+).
• Creates sustainable data science infrastructure and adheres to data analysis/machine learning standard processes.
• Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.
• Works with senior or lead data scientists, research programmers, and principal investigators to identify areas where data science can best be applied to answer biomedical research questions.
• Tests and validates code to ensure adaptability of data applications.
• Performs all other duties as assigned.
Department-Specific Responsibilities:
• Participates in the development of innovative algorithms and analytical methods.
• Participates in the evaluation and interpretation of all analytical methods and results.
• Participates in the oral and written communication of scientific results including publications.
• Participates in analytical training activities for faculty, staff, and students.
Qualifications
Education:
• Bachelor's degree in Computer Science, Machine Learning, Applied Mathematics, Biomedical Imaging, Statistics, Engineering, Physics, or related field, required.
• Master's degree in these fields is preferred.
Experience and Skills:
• Up to two (2) years of professional experience in healthcare industries working with electronic medical record/medical imaging data.
• Experience programming at an intermediate to advanced skill level with a high-level programming language such as Python, C+, or R.
• Experience in healthcare machine learning is preferred.
Physical Demands:
Standing, Walking, Sitting, Lifting 50 lbs. Carrying 50 lbs. Pushing 50 lbs. Pulling 50 lbs. Reaching, Handling, Grasping, Feeling, Talking, Hearing, Repetitive Motions, Eye/Hand/Foot Coordination About Us Cedars-Sinai is a leader in providing high-quality healthcare encompassing primary care, specialized medicine and research. Since 1902, Cedars-Sinai has evolved to meet the needs of one of the most diverse regions in the nation, setting standards in quality and innovative patient care, research, teaching and community service. Today, Cedars- Sinai is known for its national leadership in transforming healthcare for the benefit of patients. Cedars-Sinai impacts the future of healthcare by developing new approaches to treatment and educating tomorrow's health professionals. Additionally, Cedars-Sinai demonstrates a commitment to the community through programs that improve the health of its most vulnerable residents.
About the Team Cedars-Sinai is one of the largest nonprofit academic medical centers in the U.S., with 886 licensed beds, 2,100 physicians, 2,800 nurses and thousands of other healthcare professionals and staff. Choose this if you want to work in a fast-paced environment that offers the highest level of care to people in the Los Angeles that need our care the most.
Req ID : 1044
Working Title : Research Associate Data Scientist - Slomka Lab - Innovation in Imaging/Department of Medicine/Division of AIM
Department : Research - General Medicine
Business Entity : Cedars-Sinai Medical Center
Job Category : Information Technology
Job Specialty : Bus Intelligence/Reporting
Overti
Location: Los Angeles, CA
Posted: Sept. 24, 2024, 11:36 p.m.
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