ChatGPT Jobs · 8 hours ago
Lead Machine Learning and Bioinformatics Scientist
San Francisco Bay Area
Full-time
Hybrid
Senior Level, Lead/Staff
$144K/yr - $180K/yr
6+ years expNatera is a global leader in cell-free DNA testing, dedicated to oncology, women's health, and organ health. They are seeking a Lead Machine Learning Scientist to contribute to research and development within their Bioinformatics Research and Development team, focusing on Epigenomics in Oncology.
Computer Software
Responsibilities
Design, implement, and validate machine learning and statistical methods for cancer diagnostics
Contribute to best practices in model interpretability, uncertainty estimation, and reproducibility
Design robust feature engineering and extraction pipelines tailored to biological data
Prototype and productionize models using scalable ML infrastructure tools such as MLflow, Airflow, and Docker
Collaborate closely with molecular biologists on experimental design
Foster a culture of innovation, collaboration, and scientific excellence
Actively participate in code and design reviews
Qualification
Required
PhD in Computer Science, Machine Learning, Statistics, Bioinformatics, or a related quantitative field with a strong emphasis on cancer epi/genomics and 6+ years of experience post-PhD
Deep expertise in the theory and practical development of core machine learning models, including generalized linear models, kernel methods, tree-based algorithms, and neural networks, with a focus on biological data (e.g., DNA/RNA sequencing data)
Proficiency in Python and its scientific computing stack (e.g., NumPy, Pandas, Scikit-learn)
Strong cross-functional communication skills
High scientific rigor and a growth mindset
Preferred
Hands-on experience with state-of-the-art deep learning models, large language models (LLMs), and multimodal foundation models
Benefits
Medical
Dental
Vision
Life
Retirement
PTO
Annual performance incentive bonus
Long-term equity awards
Comprehensive health benefits (medical, dental, vision)
401(k) with company match
Generous paid time off and company holidays
Additional wellness and work-life benefits
Pregnancy and baby bonding leave
Commuter benefits
Employee referral program
Company
ChatGPT Jobs
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2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase