The opportunity
The Service AI Transformation Team turns existing document data into AI‑powered services and integrations that streamline workflows across Natera’s clinical, commercial, and operational domains. As a Software Engineer III , you will implement features across the stack in a…
What you'll do
Implement event‑driven transformation workflows and service integrations with: AWS Lambda, Step Functions, S3, EventBridge, SNS/SQS, and Fargate , delivered through Infrastructure‑as‑Code (CDK or Terraform).
Leverage cloud‑based foundation‑model APIs: Build AI transformation pipelines that orchestrate prompts, generate embeddings, and implement Retrieval‑Augmented Generation (RAG) 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 —prompt regression suites, hallucination: detection, evaluation harnesses—alongside unit, integration, and load tests.
Instrument services with CloudWatch and Datadog and participate in CI/CD: pipelines to ensure robust observability and dependable releases.
What they're looking for
- Work closely with senior engineers and Product to break down requirements into well‑scoped technical tasks.
- Participate in design reviews, code reviews, and knowledge sharing to: continually improve team velocity and quality.
- + years of professional software engineering experience delivering production cloud services.
- Solid experience with AWS serverless architectures and event‑streaming patterns (Kafka).