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Research Associate Data Scientist - Bright Lab

Company

CEDARS-SINAI
Address , West Hollywood
Employment type FULL_TIME
Salary $78,400 - $133,100 a year
Expires 2023-10-10
Posted at 9 months ago
Job Description

Job Summary:

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.

The Research Data Scientist in the Bright Lab at Cedars-Sinai will conduct research to advance the ethics of artificial intelligence (AI) algorithms and models in ways that respect human values, with a special focus on health equity and reducing health disparities. In the Bright Lab we use advanced data science methods, including AI and machine learning, to develop, implement, and refine AI models that provide insight into healthcare disparities and recommend strategies for more equitable care. Our work centers on the development and application of innovative algorithms for detecting and correcting for bias in AI algorithms and models.

Primary Duties and Responsibilities
  • Tests and validates code to ensure robustness of data applications with version control through GitHub.
  • Assists with the presentation and communication of scientific results through laboratory meetings, scientific conferences, and peer-reviewed publications.
  • Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.
  • Performs all other duties as assigned.
  • Creates sustainable data science infrastructure and adheres to data analysis/machine learning best practices.
  • 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.
  • Creates database-to-deployment pipelines for models using the necessary programming languages (primarily R, Python, SQL).
  • 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.

Department-Specific Responsibilities

Computational Biomedicine Participates in the development of innovative algorithms and analytical methods
Computational Biomedicine Participates in the evaluation and interpretation of all analytical methods and results
Computational Biomedicine Participates in the oral and written communication of scientific results including publications
Computational Biomedicine Participates in analytical training activities for faculty, staff, and students


Educational Requirements:

Bachelor's degree in computer science, machine learning, applied mathematics, econometrics, statistics, engineering, physics, or related discipline. Master's degree preferred.

Licenses: N/A

Experience:

0 to 2 years of professional experience in healthcare or pharmaceutical industries working with biomedical data
  • Experience programming at a basic to intermediate proficiency level in SQL
  • Experience programming at an intermediate skill level with a high-level programming language such as R or Python. College projects may be acceptable.

Experience in biomedical machine learning preferred.

Physical Demands:

Sitting, standing, walking, reaching



Working Title: Research Associate Data Scientist - Bright Lab
Department: Computational BioMedicine
Business Entity: Cedars-Sinai Medical Center
Job Category: Information Technology
Job Specialty: Business Intelligence/Reporting
Position Type: Full-time
Shift Length: 8 hour shift
Shift Type: Day
Base Pay:$78,400.00 - $133,100.00