Staff Data Scientist (Healthcare)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Data Scientist (Healthcare): Building and optimizing machine learning models for large-scale healthcare claim audits with an accent on data-driven optimization and fraud detection. Focus on developing technical frameworks, refining complex data pipelines, and driving measurable business impact through advanced ML modeling.
Location: Must be based in the US
Salary: $180,000–$260,000+
Company
A healthcare intelligence company providing an AI-powered platform to optimize financial outcomes and reduce costs for major health plans.
What you will do
- Develop and refine ML models to identify and audit claims errors and fraud with high precision.
- Create technical frameworks and tools to improve team scalability and decision-making efficiency.
- Work with vast, nuanced data pipelines to refine them for robust modeling.
- Measure model performance rigorously and translate outcomes into operational insights for clients.
- Curate labeled data and hypothesize new features to advance model capabilities.
- Engage with internal experts and clients to ensure model insights align with business needs.
Requirements
- Must be based in the US
- Extensive experience solving real-world business problems using data-driven optimization and ML.
- Proficiency in SQL and at least one programming language such as Python or R.
- Experience building ML models from scratch using modern approaches like Neural Nets or Tree-ensembles.
- Ability to make strategic decisions regarding supervised labels, optimization metrics, and feature engineering.
- Experience measuring and optimizing the direct business impact of technical work.
Culture & Benefits
- Fully remote work environment within the US.
- Competitive salary and meaningful equity.
- Comprehensive medical, dental, and vision insurance.
- 401(k) plan with company match.
- Unlimited PTO policy.
- Tuition reimbursement and additional health and wellness perks.
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