20 часов назад
Machine Learning Scientist (Computational Biology)
183 000 - 238 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist (Computational Biology): Develop and apply advanced ML methods for biological data analysis including network analysis, graph-based modeling, and multi-modal data integration with an accent on disease-relevant cell models and high throughput phenotypic screens. Focus on designing rigorous analyses, collaborating across disciplines, and advancing understanding of disease mechanisms through computational biology and machine learning.
Location
Location: South San Francisco, CA, hybrid with at least three days per week onsite
Salary
Salary: $183,000 - $238,000 per year
Company
is a biotech startup using machine learning and multi-modal cellular data to accelerate drug discovery and development.
What you will do
- Develop ML methods for biological data analysis including network and graph-based modeling.
- Collaborate with experimental and computational biologists and ML scientists to identify novel phenotypes and screening paradigms.
- Integrate diverse data modalities including human cohort data to extract disease insights.
- Support development of disease-relevant cell models and high throughput phenotypic screens.
- Work within a cross-functional team to identify therapeutic targets and develop drugs.
- Maintain rigorous analysis standards and best practices in computational biology.
Requirements
- Must be located in or able to work onsite in South San Francisco, CA
- Ph.D. in computer science, machine learning, computational biology, systems biology, or related field.
- Extensive experience developing ML methods for biological data modalities.
- Strong programming skills in Python and familiarity with coding best practices.
- Experience with network and graph-based analysis, multi-modal data integration, and biological data analysis.
- Effective communication and collaboration skills across diverse teams.
Nice to have
- Experience with statistical genetics, gene regulatory network inference, or causal modeling.
- Familiarity with cloud computing services such as AWS or Azure.
- Industry experience or involvement with open source projects.
- Experience building infrastructure for data processing.
Culture & Benefits
- 401(k) plan with employer matching.
- Comprehensive medical, dental, vision, and mental health coverage.
- Flexible vacation and paid parental leave policies.
- Professional development budget and conference support.
- Home office setup stipend and monthly cell phone/internet stipend.
- Free onsite baristas, daily lunch, and commuter bus network for onsite/hybrid employees.
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