Staff Scientist, Bioinformatics/RWD (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Staff Scientist, Bioinformatics/RWD (AI): Leading RWE analyses and predictive analytics across oncology and women's health with an accent on integrating multi-omics and real-world clinical data. Focus on developing advanced AI/ML models and NLP pipelines to extract actionable clinical insights from multimodal datasets.
Location: Remote (Must be based in the US)
Salary: $158,000 - $197,500 USD
Company
is a global leader in cell-free DNA (cfDNA) testing dedicated to oncology, women's health, and organ health.
What you will do
- Lead the analysis of large-scale cancer and germline multi-omics datasets to extract clinical insights.
- Design and execute RWE studies using Electronic Health Records (EHR), claims data, and patient registries.
- Develop and deploy advanced AI/ML models (Deep Learning, NLP, ensemble methods) to forecast patient outcomes and discover biomarkers.
- Integrate unstructured clinical notes and pathology reports using NLP and LLMs.
- Oversee RWD and genomics projects from inception to completion, ensuring high-quality standards and timelines.
- Collaborate cross-functionally with R&D, Data Science, Medical Affairs, and Engineering teams.
Requirements
- Ph.D. in Bioinformatics, Computational Biology, Genetics, or a related field.
- At least 10 years of relevant experience in bioinformatics and genomics data analysis.
- Expertise in cancer genomics, including molecular pathways and variant calling tools (CNV analysis).
- Strong proficiency in SQL, Python, or R, and data visualization tools.
- Hands-on experience with AI frameworks such as PyTorch, TensorFlow, or Keras.
- Experience managing direct or indirect reports.
Nice to have
- Expertise in germline genetics related to organ or prenatal health.
- Knowledge of translational medicine or early discovery in the biotech/pharmaceutical industry.
Culture & Benefits
- Annual performance incentive bonus and long-term equity awards.
- Comprehensive health benefits including medical, dental, and vision.
- 401(k) plan with company match.
- Generous paid time off and company holidays.
- Free genetic testing for employees and their immediate families.
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