The Senior Generative AI Engineer is responsible for designing, building, and deploying Natera’s Generative AI and Machine Learning solutions. The role needs excellent hands-on AI engineering excellence to build robust, accurate, and reliable AI solutions. This role requires deep expertise in Generative AI and machine learning engineering at scale, with a passion for building solutions that directly impact patient outcomes and clinical innovation.
In this role, you will develop enterprise-grade AI/ML solutions that power internal workflows (R&D, Lab Ops, Clinical Trials, Billing, Patient/Provider engagement) to automate business processes.
You will also build cutting-edge AI solutions leveraging agentic architecture, retrieval-augmented generation (RAG), vector search, feature stores, LLMOps, experimentation, observability, and compliance-first AI pipelines.
Key Responsibilities
Design, build, and operate LLM-powered systems used in production, from initial design through deployment and iterations
Build scalable agentic AI automation solutions, selecting appropriate patterns (reasoning, memory, agent frameworks, MCP’s, workflow orchestration, fine-tuning) based on business requirements
Implement GenAI patterns such as RAG, tool/function calling, and multi-step workflows, selecting approaches based on accuracy, reliability and cost
Develop and maintain data ingestion and retrieval pipelines, especially for unstructured or semi-structured documents
Fine-tune and adapt open-source or commercial LLMs for domain-specific tasks when appropriate
Set quality, evaluation, and reliability standards for GenAI systems, including testing, monitoring, observability, and failure handling
Make system-level tradeoffs across model choice, latency, cost, accuracy, and operational complexity, and guide teams through those decisions
Deploy and monitor GenAI services on AWS, optimizing for latency, cost, and system stability
Collaborate with product managers and domain experts to translate requirements into technical solutions
Establish golden paths (templates, examples, docs) and contribute to shared GenAI libraries, patterns, and best practices used by other engineers
Provide technical guidance and mentorship to mid-level engineers
QualificationsRequired:
8+ years of experience in software engineering, ML engineering, or applied AI
Proven experience building and operating LLM-based systems in production
Strong Python skills and experience with PyTorch and/or Hugging Face
Experience building agentic AI solutions using agent frameworks (LangChain, CrewAI etc.) and agent execution engines (AWS Bedrock etc.)
Solid understanding of RAG architectures, embeddings, vector databases, and prompt orchestration
Experience deploying AI systems on AWS (e.g., SageMaker, Bedrock, EKS/ECS, Lambda, S3)
Strong debugging skills and comfort working across model, data, and infrastructure layers
Ability to work independently on complex problems and communicate clearly with cross-functional partners
Masters degree or PhD in Computer Science, AI/ML, engineering or related field
Experience in healthcare, pharma, diagnostics, or other regulated industries
Familiarity with AI governance frameworks, bias detection, explainability, and compliance (e.g., HIPAA, CLIA, FDA)
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
Top Skills
What We Do
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.
Where some set out to build a test, we set out to achieve a mission: change the management of disease worldwide by using DNA testing to proactively inform treatment.
Through a cfDNA technology platform approach, we've pioneered noninvasive testing in unlimited applications—each with their own potential to revolutionize care for patients.
#TeamNatera includes clinicians, scientists, biostatisticians, researchers, and laboratory professionals from around the world. Our diverse teams blend a passion for patients with deep clinical, scientific, and technological roots. Natera’s tests are validated by more than 100 peer-reviewed publications that demonstrate high accuracy.
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