Senior Machine Learning Scientist

October 1

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Natera

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Non-Invasive Prenatal Testing (NIPT) • Single gene diseases • Preimplantation Genetic Screening (PGS)/Diagnosis (PGD) • Biopsy training • Multi-Disease Carrier Screening

1001 - 5000

Description

• Natera is seeking a highly skilled Machine Learning Scientist to contribute to cutting-edge research and development within our AI/ML team. • Focused on molecular therapeutics and biomarker discovery. • Implement and expand state-of-the-art deep learning models and foundation models within biomedicine. • Work closely with researchers and medical professionals to interpret model results, revolutionizing medical diagnostics and treatments. • Responsibilities include designing and evaluating deep learning models, exploring advancements in AI/ML, interpreting machine learning models, documenting code and models, communicating scientific results, and collaborating with domain experts.

Requirements

• PhD in Computer Science, Statistics, Bioinformatics, or a related quantitative field. • Proven experience with deep sequence models, biomolecular foundation models, graph neural networks, modality fusion, representation learning, generative models, and self-supervised learning. • Demonstrated track record of machine learning applications to genomics, proteomics, and/or multi-omics big data. • Highly proficient in PyTorch, lightning, tensorboard, captum, scikit-learn, transformers, and Huggingface APIs. • Experience with SQL databases (snowflake and mysql-server). • Experience in Git, jupyter notebook, and advanced visualizations (seaborn, plotly). • Experience with AWS, single and multiple GPU-accelerated environments. • Ability to clearly summarize and communicate results in oral and written form. • High scientific rigor and eagerness to teach and learn about new machine learning methods and biology. • Experience with oncology or immunology is a plus. • Experience with medical imaging and joint modeling of cancer genomics and imaging is a plus.

Benefits

• Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. • Natera employees and their immediate families receive free testing in addition to fertility care benefits. • Other benefits include pregnancy and baby bonding leave, 401k benefits, commuter benefits and much more. • We also offer a generous employee referral program!