POSITION SUMMARY:
Natera is seeking a highly skilled Machine Learning Scientist to contribute to cutting-edge research and development within our Artificial Intelligence and Machine Learning team. This role will has a strong focus on molecular therapeutics and biomarker discovery. The successful candidate will play a key role in implementing and expanding state-of-the-art deep learning models and foundation models within the biomedicine space, leveraging extensive hands-on experience and a proven track record. You will also work closely with researchers and medical professionals to interpret model results and revolutionize medical diagnostics and therapeutics.
RESPONSIBILITIES:
- Design, implement, and evaluate biomedical foundation models and large language models (LLMs), with scientific rigor for applications focused on therapeutics and prognostics.
- Independently explore and stay current with the latest advancements in AI/ML and biomedical literature, applying cutting-edge AI/ML approaches to solve complex problems in molecular therapeutics.
- Interpret machine learning models by explainable AI methods (e.g. GradCAM, Shap) on diverse data modalities, such as genomics, transcriptomics and imaging, generating insights to enhance model transparency and trust.
- Document code and model by maintaining well-structured, readable, and reproducible workflows. Use version control systems (e.g. Git) and reproducible demos (e.g. Jupyter notebooks) to ensure consistency across projects.
- Communicate scientific results effectively through internal meetings, external conferences, and peer-reviewed publications, translating complex technical concepts for both technical and non-technical audiences.
- Collaborate with domain experts such as medical professionals, bioinformaticians, and statisticians to guide and refine R&D efforts in AI-driven medical diagnostics and therapeutics.
QUALIFICATIONS:
- PhD in Computer Science, Statistics, Bioinformatics, or a related quantitative field; or Master’s in the above fields with 3+ years of experience.
KNOWLEDGE, SKILLS, AND ABILITIES:
- Proven experience with biomedical and molecular foundation models, graph neural networks, modality fusion, representation learning, generative models, and self-supervised learning techniques; and a demonstrated track record of machine learning applications to genomics multi-omics data and therapeutics discovery.
- Highly proficient in PyTorch, Huggingface APIs, tensorboard, captum, scikit-learn, transformers.
- Experience with SQL databases (snowflake and mysql-server).
- Experience in Git, jupyter notebook, and advanced visualizations (seaborn, plotly)
- Experience with AWS, 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 therapeutics machine learning experience in oncology or immunology is a plus.
- Experience with medical imaging and joint modeling of cancer genomics and imaging is a plus.
The pay range is listed and actual compensation packages are based on a wide array of factors unique to each candidate, including but not limited to skill set, years & depth of experience, certifications and specific office location. This may differ in other locations due to cost of labor considerations.Remote USA$116,600—$165,000 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/Please be advised that Natera will reach out to candidates with a @natera.com email domain ONLY. Email communications from all other domain names are not from Natera or its employees and are fraudulent. Natera does not request interviews via text messages and does not ask for personal information until a candidate has engaged with the company and has spoken to a recruiter and the hiring team.
Natera takes cyber crimes seriously, and will collaborate with law enforcement authorities to prosecute any related cyber crimes.For more information:- BBB announcement on job scams- FBI Cyber Crime resource page
