Modern ml approaches (neural nets, tree-ensembles)
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Machinify is seeking a Staff Data Scientist to enhance their machine learning models for auditing claims in the healthcare sector. The ideal candidate will have a strong background in machine learning, SQL, and programming, with a focus on real-world business problem-solving.
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Job Summary
Develop and advance machine learning models to identify and audit claims errors, including fraud, for large health plans.
Work with vast, nuanced, and often unclean data pipelines derived from intricate business workflows to refine them for robust modeling.
Enhance data pipelines, modeling infrastructure, and team tools to improve capabilities and decision-making efficiency, while building expertise in healthcare data.
Matching Summary
Match Score: 75
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Machinify is seeking a Staff Data Scientist to enhance their machine learning models for auditing claims in the healthcare sector. The ideal candidate will have a strong background in machine learning, SQL, and programming, with a focus on real-world business problem-solving.
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Salary
Base: $180k-$260k+; Bonus/Equity: Meaningful equity; Benefits: Top Medical/Dental/Vision, FSA/HSA, Tuition reimbursement, 401(k) with match, Unlimited PTO, Additional health and wellness benefits
Skills & Requirements
Must-have
SQL for large-scale data handling
Build ML models from scratch
Modern ML approaches (Neural Nets, Tree-ensembles)
Optimize business impact of ML models
Python or R programming language
Nice-to-have
Healthcare data expertise
Client engagement
Technical frameworks and tools development
Key Requirements
Experience in data-driven optimization and ML modeling
Experience measuring and optimizing business impact