Cedars-Sinai Marina del Rey Hospital · 6 months ago
Research Associate Data Scientist -Smidt Heart Institute
United States
Full-time
Remote
Entry, Mid LevelCedars-Sinai Marina del Rey Hospital is a 133-bed surgical hospital, and they are seeking a Research Associate Data Scientist for the Smidt Heart Institute. The role involves participating in biomedical research projects and utilizing data science techniques to analyze and communicate scientific findings.
Health CarePrimary and Urgent Care
Responsibilities
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
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 best practices
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 robustness of data applications
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
Other duties as assigned
Qualification
Required
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
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 best practices
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 robustness of data applications
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
Company
Cedars-Sinai Marina del Rey Hospital
Cedars-Sinai Marina del Rey Hospital is a 133-bed surgical hospital.
Founded in 1999
501-1000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase