Software Engineer III, Service AI Transformation

Job Description

**Position Summary**
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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 small, highly autonomous squad, applying modern serverless patterns, event streaming, and generative-AI techniques to deliver reliable, scalable capabilities.

**Responsibilities**
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### **Core Engineering**

* 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.

### **Quality \& Reliability**

* 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.

### **Collaboration \& Growth**

* 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.

**Minimum Qualifications**
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* 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 / Bonus**
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* Experience in healthcare, genomics, or other regulated domains.
* Exposure to vector search and semantic similarity techniques.
* Understanding of data privacy and compliance standards such as HIPAA.

Ready to unlock new AI-powered workflows that transform how Natera operates? Join the Service AI Transformation Team and make an impact.

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