8 дней назад
Staff Machine Learning and Bioinformatics Scientist (Multi-Cancer Early Detection)
169 800 - 212 300$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning and Bioinformatics Scientist (Multi-Cancer Early Detection) (machine learning/genomics): Developing interpretable and well-calibrated models for cancer signal detection from large-scale, multi-modal genomic data with an accent on deep learning, uncertainty estimation, and clinical validation. Focus on designing novel statistical methods, productionizing scalable ML systems, and translating complex biological results into clinically useful diagnostics.
Location: San Carlos, California, United States
Salary: $169,800–$212,300 USD per year, plus additional compensation and benefits.
Company
develops cell-free DNA testing and personalized genetic diagnostics for oncology, women’s health, and organ health.
What you will do
- Lead novel statistical and machine learning methods for cancer signal detection using multi-modal genomic data.
- Build interpretable, well-calibrated models with rigorous uncertainty estimation and reproducibility.
- Prototype, test, and productionize ML models on scalable infrastructure.
- Own technical deliverables, contribute to the research roadmap, and raise engineering standards through code and design reviews.
- Collaborate with molecular biologists and clinical experts on experiments, analysis, and validation studies.
- Translate complex results for technical and non-technical audiences and mentor junior scientists.
Requirements
- PhD in Computer Science, Mathematics, Bioinformatics, or a related quantitative field, with 6–12 years of post-PhD experience.
- Hands-on experience developing statistical or machine learning methods for complex biological data.
- Proven innovation and technical leadership in complex method-development projects.
- Expertise in deep learning and multimodal foundation models.
- Proficiency in Python and its scientific computing ecosystem.
- Scientific rigor, strong communication skills, and a collaborative approach across teams.
Nice to have
- Experience with DNA methylation and other epigenomic data.
- Experience with cell-free DNA and liquid biopsy samples.
- Background in cancer genomics and diagnostics.
- Hands-on experience applying multimodal foundation models to biological data.
Culture & Benefits
- Annual performance incentive bonus and long-term equity awards.
- Medical, dental, vision, life, and disability benefits.
- 401(k) with company match.
- Paid time off, company holidays, commuter benefits, and wellness and work-life benefits.
- Additional fertility care, pregnancy, and baby bonding benefits for eligible employees and their immediate families.
- Collaborative environment focused on scientific excellence, curiosity, and cross-functional work.
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