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Research Data Scientist
1 month ago
Job Description
The Research 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 and 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 R, Python, SQL).
•Creates sustainable data science infrastructure and adheres to data analysis/machine learning best practices.
•Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.
•Works with senior or lead data scientists and principal investigators to identify areas where data science can best be applied to answer biomedical research questions.
•Tests and validates code to ensure robustness of data applications with version control through GitHub.
•Performs all other duties as assigned.
Qualifications
Educational Requirements:
Bachelor's Degree in computer science, machine learning, applied mathematics, econometrics, statistics, engineering, physics, or related discipline required.
Master's Degree in computer science, machine learning, applied mathematics, econometrics, statistics, engineering, physics, or related discipline preferred.
Experience:
2 years of professional experience in healthcare or pharmaceutical industries working with biomedical data.
2 years - Experience in programming at an intermediate skill level with a high-level programming language such as R or Python. College projects may be acceptable.
2 years - Experience in programming at a basic to intermediate proficiency level in SQL preferred
Experience in biomedical 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
Req ID : 3062
Working Title : Research Data Scientist - Schwab Lab/ Dept of Orthopaedics
Department : Dept of Orthopaedics
Business Entity : Cedars-Sinai Medical Center
Job Category : Information Technology
Job Specialty : Bus Intelligence/Reporting
Overtime Status : EXEMPT
Primary Shift : Day
Shift Duration : 8 hour
Base Pay : $45.56 - $77.45
Cedars-Sinai is an EEO employer. Cedars-Sinai does not unlawfully discriminate on the basis of the race, religion, color, national origin, citizenship, ancestry, physical or mental disability, legally protected medical condition (cancer-related or genetic characteristics or any genetic information), marital status, sex, gender, sexual orientation, gender identity, gender expression, pregnancy, age (40 or older), military and/or veteran status or any other basis protected by federal or state law.
