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Natera

Senior AI Engineer, Real-World Data

Natera

Senior Engineer designing and building AI systems improving clinical data extraction for Natera. Focused on enhancing data quality and reliability through innovative technology solutions in healthcare.

Posted 7/24/2026full-timeRemote • 🇺🇸 United StatesSeniorWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates expertise in designing and deploying agent-based AI systems for clinical data extraction, with a strong focus on performance, scalability, and compliance in regulated environments. Proficient in Python and experienced in integrating AI capabilities into production systems while collaborating effectively with cross-functional teams.

Highest-signal resume keywords
AI/ML Application DevelopmentPython ProgrammingCloud Environment Design (AWS)CI/CD ImplementationHealthcare Industry Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Software EngineeringAgent-Based WorkflowsLLM-Based SystemsWorkflow OrchestrationTesting and Code ReviewProduction System IntegrationMonitoring and EvaluationError HandlingScalability OptimizationIncremental Improvement Delivery
Soft Skills
Technical LeadershipCollaborationCommunicationIndependent WorkProblem-Solving
Tools & Technologies
AWSCI/CD ToolsObservability ToolsAgile MethodologiesDocumentation Tools
Industry Keywords
Clinical Data ExtractionLife SciencesRegulated EnvironmentHealthcareDocument-Centric AI

Tech Stack

Tools & technologies
AWSCloudPython

About the role

Key responsibilities & impact
  • Design, build, and deploy agent-based AI systems that improve the quality and reliability of clinical data extraction in production.
  • Own technical design and delivery for agent workflows.
  • Integrate new AI capabilities into existing production platforms with attention to performance, scalability, and cost.
  • Partner with clinical AI, engineering, and product teams to prioritize problems, define success metrics, and ship incremental improvements.
  • Develop evaluation and monitoring approaches to measure impact, guide iteration, and support safe deployment in a regulated environment.
  • Provide technical leadership through clear documentation, design decisions, and pragmatic tradeoffs across accuracy, cost, and delivery timelines.

Requirements

What you’ll need
  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related technical field; an advanced degree or background in a clinical or life sciences discipline is a plus.
  • 7+ years of software engineering experience, including substantial work on production systems at scale.
  • 3+ years building and shipping AI/ML-powered applications in production, with hands-on experience in LLM-based systems and multi-step or agent-based LLM workflows — including orchestration, structured outputs, error handling, and integration with downstream systems.
  • Strong hands-on expertise in Python and modern software engineering practices, including testing, code review, workflow orchestration, and agile delivery in large existing codebases.
  • Experience designing and operating AI systems in cloud environments, with AWS strongly preferred; experience with CI/CD, observability, and production support is expected.
  • Proven ability to work independently and deliver end-to-end - from technical design through integration and rollout - with strong communication and collaboration across technical and non-technical stakeholders.
  • Experience with retrieval-based or document-centric AI systems is strongly preferred.
  • Experience in healthcare, life sciences, or other regulated industries is strongly preferred.

Benefits

Comp & perks
  • Comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents.
  • Free testing for Natera employees and their immediate families.
  • Fertility care benefits.
  • Pregnancy and baby bonding leave.
  • 401k benefits.
  • Commuter benefits.
  • Generous employee referral program.