Senior Data Scientist, Modeling
M
MachinifyHealthcare analytics
Location: Remote - US; Work from anywhere in the US!Full-TimeSenior
SalaryThe base salary can range from $180k-$230k+
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Job Details
- Required Skills
- PythonSQLMachine LearningR
Requirements
- Have experience solving real-world business problems involving data-driven optimization and machine learning modeling.
- Be comfortable measuring and optimizing the direct business impact of work.
- Have experience with SQL.
- Be experienced handling large-scale data.
- Be comfortable with at least one programming language, such as Python or R.
- Have experience building machine learning models using modern approaches such as neural networks or tree ensembles.
- Have experience developing models for new applications, including decisions about supervised labels, optimization metrics, and useful features.
Responsibilities
- Analyze clinical and coding audits, audit decision data, and past outcomes.
- Curate labeled data and hypothesize useful features for claims-audit models.
- Develop machine learning models to select claims for audit.
- Measure model performance and translate outcomes into operational insights and client recommendations.
- Refine complex data pipelines derived from business workflows for robust modeling.
- Improve data pipelines, modeling infrastructure, and team tools.
- Engage with clients and internal experts to refine model insights and align them with business needs.
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