Staff Scientist, Machine Learning (Genomics)

📋 Description

• Lead research on machine learning and deep learning models using NGS data.
• Design, build, and benchmark models and features for next-generation Women Health and Organ Health
• Work directly with existing sequencing pipelines and trace problems back through each processing
• Collaborate with molecular biology and assay development scientists on study design and experiments.
• Set standards for careful analysis: sound validation design, honest performance estimates, no
• Contribute to Natera's IP portfolio and scientific reputation through disclosures, patents

🎯 Requirements

• M.S. or Ph.D. in Computer Science, Applied Mathematics, Statistics, Bioinformatics, Computational
• 6+ years of hands-on experience in machine learning and data analysis on biological or genomic data.
• Demonstrated track record of leading models or algorithms that reached real use.
• Depth in NGS data analysis: sequencing QC, alignment, quantification, normalization, and artifact
• Working fluency with NGS bioinformatics pipelines (run, read code, diagnose failures, build/modify
• Extensive practical experience with machine learning, deep learning, and statistics, including

🎁 Benefits

• Comprehensive medical, dental, vision, life, and disability plans
• Free testing for employees and immediate family
• Fertility care benefits
• Pregnancy and baby bonding leave
• 401k benefits
• Commuter benefits