Software Engineer III, Service AI Transformation

Natera

. Implement event-driven transformation workflows and service integrations with AWS Lambda, Step Functions, S3, EventBridge, SNS/SQS, and Fargate using Infrastructure-as-Code (CDK or Terraform) .

Posted 9/17/2026full-timeRemote • United StatesMid-LevelSenior💰 $105,700 - $132,100 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in implementing event-driven workflows and service integrations using AWS technologies, alongside proficiency in building AI transformation pipelines and developing internal tools with modern frameworks. Strong experience in cloud services, CI/CD practices, and compliance standards is essential.

Highest-signal resume keywords

AWS Serverless ArchitecturesTypeScript/JavaScript ProficiencyReact/Next.js DevelopmentAI Orchestration and Prompt EngineeringCI/CD and Infrastructure-as-Code (CDK/Terraform)

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Event-Driven Transformation WorkflowsService Integrations with AWS LambdaGraphQL API DevelopmentKafka Streams IntegrationAI Transformation PipelinesUnit Testing and Integration TestingCloudWatch InstrumentationDatadog MonitoringPrompt Regression SuitesLoad Testing

Soft Skills

Collaboration with Senior EngineersKnowledge SharingDesign Review Participation

Tools & Technologies

AWS Step FunctionsAWS S3AWS EventBridgeAWS FargateTerraformCDKReactNext.jsDatadogCloudWatch

Industry Keywords

HealthcareGenomicsData PrivacyCompliance StandardsHIPAAVector SearchSemantic Similarity Techniques

Tech Stack

Tools & technologies

AWSCloudGraphQLJavaScriptKafkaMicroservicesNext.jsReactTerraformTypeScript

About the role

Key responsibilities & impact

Implement event-driven transformation workflows and service integrations with AWS Lambda, Step Functions, S3, EventBridge, SNS/SQS, and Fargate using Infrastructure-as-Code (CDK or Terraform)
Build AI transformation pipelines using cloud-based foundation-model APIs, prompt orchestration, embeddings, and Retrieval-Augmented Generation patterns
Develop internal tooling and dashboards with React/Next.js backed by GraphQL APIs
Integrate with Kafka streams to exchange messages with domain microservices
Contribute to AI-focused testing, including prompt regression suites, hallucination detection, evaluation harnesses, unit tests, integration tests, and load tests
Instrument services with CloudWatch and Datadog and participate in CI/CD pipelines
Work with senior engineers and Product to break requirements into well-scoped technical tasks
Participate in design reviews, code reviews, and knowledge sharing

Requirements

What you’ll need

4+ years of professional software engineering experience delivering production cloud services
Solid experience with AWS serverless architectures and event-streaming patterns (Kafka)
Proficiency with TypeScript/JavaScript, React/Next.js, and GraphQL
Hands-on experience with AI orchestration, guardrails, data validation and quality, prompt engineering, and RAG patterns
Familiarity with CI/CD and Infrastructure-as-Code (CDK/Terraform)
Preferred: experience in healthcare, genomics, or other regulated domains
Preferred: exposure to vector search and semantic similarity techniques
Preferred: understanding of data privacy and compliance standards such as HIPAA

Benefits

Comp & perks

Comprehensive medical, dental, vision, life and disability plans for eligible employees and dependents
Free testing for employees and their immediate families
Fertility care benefits
Pregnancy and baby bonding leave
401k benefits
Commuter benefits
Employee referral program