Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
Houston, TX, United States
Posted
23 hours ago
SQLMachine Learning
Job Description
Minimum Qualifications
Education
- Bachelor's degree in Science, Engineering, Computer Science, Mathematics, Statistics, or a related STEM field required.
- Master's degree in Data Science preferred.
Experience, Knowledge & Skills
- Minimum 7 years of professional experience in Data Science.
- Experience in a hospital, healthcare, medical informatics, healthcare information technology, healthcare finance/revenue cycle, or Electronic Health Record (EHR) data environment is preferred.
- Strong business analytical skills, including process analysis, modeling, spreadsheets, and workflow analysis.
- Strong technical, mathematical, and analytical capabilities.
- Deep understanding of machine learning techniques, including:
- Clustering
- Decision tree learning
- Artificial neural networks
- Predictive modeling
- Classification techniques
- Advanced knowledge of statistical concepts and techniques, including:
- Regression
- Statistical testing
- Probability and distributions
- Hypothesis testing
- A/B testing
- Advanced understanding of the data science project lifecycle.
- Strong programming skills and experience with statistical analysis tools.
- Advanced knowledge of SQL and database management.
- Experience researching and resolving data issues involving large, complex, and incomplete datasets.
- Exceptional analytical and problem-solving skills.
- Ability to interpret and communicate complex analytical results.
- Strong project management skills and ability to independently manage multiple projects.
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