Lead Bioinformatics & Machine Learning Scientist (Epigenomics)

Natera, Inc.; San Carlos (CA); In loco; USD 172.000 - 214.000; Tempo pieno

Vantaggi offerti da questo lavoro

Annual bonus

Equity awards

Health benefits

401(k) with company match

Paid time off

Wellness programs

Descrizione del lavoro

Natera, Inc. in California seeks a Lead Bioinformatics & Machine Learning Scientist to advance epigenomics in oncology within our Bioinformatics R&D team.

You will develop ML methods for early cancer detection from cfDNA methylation data and provide technical leadership across projects. The role emphasizes collaboration with molecular biologists, mentoring scientists, and shaping model interpretability and reproducibility.

Competenze

• PhD in a quantitative field with 4–8+ years post-PhD experience.
• Experience in cancer genomics or epigenomics; cfDNA/methylation data preferred.
• Strong background in statistics and applied ML; deep learning a plus.
• Proven track record of methods for high-throughput sequencing data.
• Strong Python skills and experience with scientific libraries.

Mansioni

• Drive technical workstreams from problem definition to final classifiers.
• Design and validate ML and statistical methods for cancer diagnostics.
• Promote model interpretability, uncertainty estimation, and reproducibility.
• Develop robust feature pipelines for cfDNA methylation data.
• Collaborate with scientists, mentor team members, and lead reviews.
• Lead code and design reviews and contribute to scientific excellence.

Conoscenze

Machine learning

Statistical analysis

Hypothesis testing

Formazione

PhD in Bioinformatics/CS/ML

Strumenti

Python

Git

Nextflow

Snakemake

Linux

Shell scripting

Cloud computing

Descrizione del lavoro

Natera is currently seeking a Lead Bioinformatics & Machine Learning Scientist to contribute to research and development within our Bioinformatics Research and Development team, focused on Epigenomics in Oncology. The team develops machine learning methods for early cancer detection from cell-free DNA methylation data. The ideal candidate will have a strong background in machine learning and statistical modeling, as well as genomics and sequencing data analysis. The successful candidate will be instrumental in developing and expanding state-of-the-art machine learning methods for early detection of cancer, and will provide technical leadership and mentorship within a highly collaborative team.

PRIMARY RESPONSIBILITIES:

• Drive technical workstreams within a collaborative team that takes methods from problem definition through delivery of final classifiers to downstream validation teams
• Design, implement, and validate novel machine learning and statistical methods to solve problems in cancer diagnostics
• Establish and promote best practices in model interpretability, uncertainty estimation, and reproducibility
• Design robust feature engineering and extraction pipelines tailored to cfDNA methylation and sequencing data
• Collaborate closely with molecular biologists on experimental design, ensuring data integrity and quality control
• Mentor other scientists and foster a culture of innovation, collaboration, and scientific excellence
• Lead and actively participate in code and design reviews

QUALIFICATIONS:

• PhD in Bioinformatics, Computer Science, Machine Learning, Statistics, or a related quantitative field, with 4 to 8+ years of post-PhD experience
• Hands-on experience in cancer genomics or epigenomics; experience with cell-free DNA or methylation sequencing data is a plus
• Strong foundation in quantitative reasoning, statistical analysis, and applied machine learning; experience with deep learning frameworks is a plus
• Proven track record of developing computational methods for high-throughput sequencing data analysis
• Strong programming skills, with hands-on experience in Python and its scientific library stack (pandas, NumPy, scikit-learn)
• Experience with Linux command-line tools, shell scripting, version control (Git), workflow managers (e.g., Nextflow, Snakemake), and cloud or HPC compute environments
• Ability to perform hypothesis-driven research, visualize findings, and summarize results in oral and written form
• Experience mentoring or technically leading other scientists

Compensation & Total Rewards

This range reflects a good-faith estimate of the base pay we reasonably expect to offer at the time of hire. Final compensation will vary based on experience, qualifications, and internal equity considerations.

This position is also eligible for additional compensation and benefits through Natera’s robust Total Rewards program, including:

• 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

Compensation Range
$172,000—$214,000 USD

OUR OPPORTUNITY

Natera is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health. Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted interventions that lead to longer, healthier lives.

The Natera team consists of highly dedicated statisticians, geneticists, doctors, laboratory scientists, business professionals, software engineers and many other professionals from world-class institutions, who care deeply for our work and each other. When you join Natera, you’ll work hard and grow quickly. Working alongside the elite of the industry, you’ll be stretched and challenged, and take pride in being part of a company that is changing the landscape of genetic disease management.

WHAT WE OFFER

Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. Additionally, 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!

For more information, visit www.natera.com.

Natera is proud to be an Equal Opportunity Employer. We are committed to ensuring a diverse and inclusive workplace environment, and welcome people of different backgrounds, experiences, abilities and perspectives. Inclusive collaboration benefits our employees, our community and our patients, and is critical to our mission of changing the management of disease worldwide.

All qualified applicants are encouraged to apply, and will be considered without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, age, veteran status, disability or any other legally protected status. We also consider qualified applicants regardless of criminal histories, consistent with applicable laws.

If you are based in California, we encourage you to read this important information for California residents.

Link: https://www.natera.com/notice-of-data-collection-california-residents/