Principal Data Scientist
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- 10007049 Requisition #
Thanks for your interest in the Principal Data Scientist position.
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Basic education, experience and skills required for consideration:
Preferred education experience and skills:
PhD degree in computer science, engineering, statistics, mathematics, physics, or fields related to data science with 9+ years of experience as a data scientist, Master’s degree with 12+ years of experience; or Bachelor’s degree with 14+ years of experience
- Familiarity with a health care environment and EHR data
- Familiarity with genomics and medical imaging data
- Time series analysis
- Natural Language Processing (NLP)
- Cloud services platforms like Amazon AWS and Microsoft Azure
- Data analytics expert with measurable track record within industry or academic environment, developing and successfully implementing statistical and machine learning models for data mining, classification, prediction and clusteri
- Experience with relational databases and SQL queries.
- Must be knowledgeable in at least one scientific computing language such as Python (e.g. pandas, scikit-learn, genism, seaborn, tensorflow), R (e.g. caret, dplyr, ggplot2), and Matlab
- Solid experience in Machine learning (RandomForest, XGBoost/ LightGBM, etc.) and deep learning (CNN, RNN, LSTM, etc.) techniques
- Proficiency in at least one programming language (e.g. Python, Java, C/C++)
- Ability to work independently and use creative approaches to problem- solving
- Capable of turning questions into testable hypotheses, extracting data from complex databases, creating and evaluating statistical models
- Experience in data visualization and ability to communicate results to a non-technical audience
- Experience in completing end to end projects with minimal to no supervision
- Experience in being a part of big projects with many internal and external teams involved
- Experience managing collaborative data science projects
- Experience mentoring or leading teams of data scientists
- Strong track record of data science publications, or extensive experience in developing production grade models and managing them in production
City of Hope is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, sex, sexual orientation, gender identity, age, status as a protected veteran, or status as a qualified individual with disability.
