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Research Associate Data Scientist - Pharoah Lab
| Company | CEDARS-SINAI |
| Address | , West Hollywood, Ca |
| Employment type | FULL_TIME |
| Salary | $37.66 - $64.02 an hour |
| Expires | 2023-06-13 |
| Posted at | 1 year ago |
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 main focus of the Pharoah Group is the inherited genetics of epithelial ovarian cancer risk. We have access to large-scale data resources through collaborations with the international Ovarian Cancer Association Consortium. The primary role of the post holder will be to analyze publicly available data from large scale sequencing projects such as All of US and UK Biobank using standard data analytic software such as R, Python or Perl to identify rare variation in the non-coding genome associated with ovarian cancer risk.
- Creates database-to-deployment pipelines for models using the necessary programming languages (primarily R, Python, SQL).
- Performs all other duties as assigned.
- 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.
- Assists with the presentation and communication of scientific results through laboratory meetings, scientific conferences, and peer-reviewed publications.
- 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.
- Tests and validates code to ensure robustness of data applications with version control through GitHub.
- Creates sustainable data science infrastructure and adheres to data analysis/machine learning best practices.
Educational Requirements:
Bachelor's in computer science, machine learning, applied mathematics, econometrics, statistics, engineering, physics, or related discipline required. Master's degree preferred.
Licenses: N/A
Experience:
No prior professional experience required.
Programming at an intermediate skill level with a high-level programming language such as R or Python required. College projects may be acceptable. Working with data generated through next generation sequencing and programming at a basic to intermediate proficiency level in SQL preferred.
Physical Demands:
Sitting, standing, walking
Working Title: Research Associate Data Scientist - Pharoah 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:$37.66 - $64.02
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