Senior Computational Biologist (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Computational Biologist (ML): Developing advanced computational methods and predictive models to analyze complex multi-modal datasets in the healthcare space with an accent on data integration and interpretable modeling. Focus on designing end-to-end pipelines, integrating heterogeneous data sources, and translating technical findings into practical healthcare insights.
Location: USA, WA, Seattle
Salary: $159,200 - $215,300 annually
Company
's Special Projects team focuses on solving the world's most pressing challenges in the healthcare space by leveraging massive scale and technological expertise.
What you will do
- Design end-to-end computational pipelines to process and analyze multi-modal data.
- Develop algorithms that integrate diverse information sources to generate predictions and actionable insights.
- Build interpretable models that reveal underlying mechanisms and patterns in large-scale datasets.
- Collaborate with machine learning scientists and domain experts to ensure technical rigor and practical impact.
- Establish best practices for data integration, quality assessment, and validation.
Requirements
- PhD in Computational Biology, Systems Biology, or a related quantitative field.
- 5+ years of experience applying statistical models for large-scale applications and building automated analytical systems.
- Proficiency in Python, R, or other scripting languages.
- Practical experience applying ML to solve complex, real-world problems.
- Strong background in domain-specific knowledge graphs and integrating heterogeneous data types.
- Must be based in or able to work in Seattle, WA.
Nice to have
- Experience working with longitudinal or time-series data at scale.
- Familiarity with industry data standards and interoperability frameworks such as HL7, FHIR, or OMOP.
- Experience with causal inference methods.
- Publication record in applied computational science or related fields.
Culture & Benefits
- Comprehensive compensation package including sign-on payments and Restricted Stock Units (RSUs).
- Full health insurance coverage (medical, dental, vision, and prescription).
- 401(k) matching and paid time off.
- Support for mental health, EAP, and adoption/surrogacy reimbursement.
- Entrepreneurial, open, and collaborative work environment with high autonomy.
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