Added
6 days ago
Type
Full time
Salary
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docker python pandas pytorch scikit-learnπ Description
- Hybrid role in San Carlos, CA and remote within the US.
- Lead ML Scientist in Bioinformatics R&D for Epigenomics in Oncology.
- Design, implement, and validate ML methods for cancer diagnostics.
- Build robust feature pipelines for biological and sequencing data.
- Prototype and productionize models using MLflow, Airflow, and Docker.
- Collaborate with molecular biologists on experiments and data quality.
π― Requirements
- PhD in CS/ML/Statistics/Bioinformatics with 6+ years post-PhD.
- Deep expertise in ML models (GLMs, kernels, trees, neural nets) for bio data.
- Proficiency in Python and NumPy, Pandas, Scikit-learn.
- Strong cross-functional communication across disciplines.
- Strong scientific rigor and growth mindset; eager to teach and learn.
- Nice to have: PyTorch/TensorFlow/JAX; LangChain; Hugging Face deployments.
π Benefits
- Comprehensive medical, dental, vision, life, and disability coverage
- Fertility care benefits
- Pregnancy and baby bonding leave
- 401(k) with company match
- Generous paid time off and holidays
- Additional wellness and work-life benefits
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