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Data Scientist I - Campbell Laboratory
Company | Children's Hospital of Philadelphia |
Address | Philadelphia, PA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Hospitals and Health Care |
Expires | 2023-08-23 |
Posted at | 9 months ago |
SHIFT:
Employees may request exemptions for valid religious and medical reasons. Start dates may be delayed until candidates are immunized or exemption requests are reviewed.
EEO / VEVRAA Federal Contractor | Tobacco Statement
- Perform exploratory data analysis in pediatric biomedical research using machine learning, statistics, and mathematical analysis incorporating heterogeneous and complex data types under direct supervision.
- With guidance, contribute to the experimental design, execution, testing and critical evaluation of methods as applied to translational data science research projects.
- Contribute to assessing and implementing computational, algorithmic, and predictive analytic approaches to address biomedical research questions.
- Work closely with hospital operations and electronic health record vendor teams to translate models and algorithms into production applications.
- Contribute to manuscript writing for results publication, authors abstracts, and present at professional conferences.
- Contribute to design and implementation of continuous validation plans for production systems that incorporate models and algorithms, providing guidelines and support for large-scale implementation.
- Participate in communication of research methods, implementation, and results to varied audience of clinicians, scientists, analysts, and programmers.
- Implement computational algorithms and experiments for test and evaluation; interprets data to assesses algorithm performance.
- Master's Degree Analytics, Data Science, Statistics, Mathematics, Computer Science or a related field. Preferred
- Bachelor's Degree Analytics, Data Science, Statistics, Mathematics, Computer Science or a related field. Required
- At least one (1) year with progressively more complex data science, applied statistics, machine learning, or mathematical modeling projects Preferred
- Strong verbal and written communications skills in English with the demonstrated ability to explain complex technical concepts to a lay audience.
- Experience creating informative visualizations for complex, high dimensional data preferred.
- Experience and demonstrated ability for acquiring new technical/analytic skills and domain knowledge to support successful contribution to research and development projects is required.
- Experience writing code in either applied educational or professional projects using Python is required.
- Familiarity with version control systems (e.g. Git, SVN) is required.
- Experience using distributed computing technologies preferred.
- Experience with transformer architecture and associated software (e.g., PyTorch, Tensorflow) is preferred.
- Familiarity with relational databases (e.g. Oracle SQL, SQL Server, Postgres, MySQL) is required.
- Natural language processing experience, particularly in the biological and medical domains, preferred.
Employees may request exemptions for valid religious and medical reasons. Start dates may be delayed until candidates are immunized or exemption requests are reviewed.
EEO / VEVRAA Federal Contractor | Tobacco Statement
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