Data Scientist
Perfict · United States
- On site
- Contract
- United States
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About the role
Job Title : Data Scientist
Location : Remote
Long Term Contract
Roles & Responsibilities
- Deep statistical and mathematical knowledge; hypothesis testing, statistical significance, experimental design, T-tests, model assumptions, statistical reasoning, quaittiatve analysis
- Candidates need strong traditional ML model training and feature engineering
- Exploratory data analysis (EDA)
- Machine learning fundamentals; classification, regression, model evaluation, overfitting, regularization, feature engineering/selection, class imbalance, etc.
- Python; analyzing data, building models, evaluating models, running statistical analysis
- SQL; ability to query , join datasets, aggregate data, retrieve data for analysis, performing data validation, etc.
- Recent Phd graduate in ML, statistics, computer science, physics, or data science (open to Master degrees in the same studies if they're in process of getting Phd)
Preferred Skills
- Healthcare analytics experience
- Population health experience
- Research publications
- PhD research experience
- Applied statistics experience
- Predictive modeling experience
- Databricks experience