AI Architect, Salesforce

The Opportunity

We are seeking a visionary Senior AI Architect to pioneer the integration of cutting-edge AI solutions across our Salesforce CRM ecosystem and AWS cloud infrastructure. This is a strategic high-impact role where youll architect and implement Generative AI applications that transform how we engage with patients automate complex workflows and unlock predictive insights from our data.

Youll serve as our technical authority on the convergence of Salesforce Data Cloud Einstein Trust Layer and Amazon Bedrock moving beyond simple integrations to build sophisticated Bring Your Own Model (BYOM) architectures that are secure scalable and measurably impactful.

What Youll Do

AI Strategy & Architecture (40%)

• Define end-to-end architecture for Generative AI solutions integrating Salesforce Data Cloud with Amazon Bedrock and SageMaker
• Design Bring Your Own Model (BYOM) patterns that enable Salesforce to securely access foundational models (Claude Titan Llama 2) hosted on AWS via Bedrock
• Architect data ingestion and grounding strategies using RAG (Retrieval Augmented Generation) to ensure AI models have real-time access to unified customer and patient profiles
• Establish comprehensive AI governance frameworks ensuring compliance with Einstein Trust Layer standards including data privacy zero-data retention policies and PII masking

Implementation & Development (30%)

• Lead technical implementation of Model Builder and Prompt Builder within Salesforce connecting them to external AWS endpoints
• Configure Amazon Bedrock agents and knowledge bases to execute complex tasks and retrieve proprietary data for business users
• Develop serverless middleware using AWS Lambda and API Gateway to enable low-latency communication between Salesforce Flow/Apex and AWS inference endpoints
• Oversee fine-tuning of models on AWS SageMaker when out-of-the-box Bedrock models require domain-specific adaptation for healthcare use cases

Cross-Functional Collaboration (20%)

• Partner with Data Engineers to ensure Salesforce Data Cloud correctly ingests harmonizes and activates data streams from S3 Redshift and other enterprise sources
• Collaborate with Salesforce Administrators and Developers to embed AI outputs directly into workflows (Service Console Lightning Web Components etc.)
• Serve as the AI subject matter expert for Product Managers translating AI buzzwords into viable technical roadmaps and realistic measurable deliverables
• Work closely with Business Systems leadership to align AI initiatives with strategic transformation goals

Optimization & Innovation (10%)

• Monitor LLM performance metrics including latency accuracy and token costs; implement caching strategies and intelligent model selection logic to optimize spend
• Stay ahead of rapid evolution in the Salesforce/AWS partnership evaluating and piloting new capabilities like Zero Copy Data Sharing and Vector Database integrations
• Drive continuous improvement through A/B testing performance benchmarking and user feedback loops

What Youll Bring

Required Technical Expertise

AWS AI/ML Stack:

• Deep hands-on expertise in Amazon Bedrock (mandatory)
• Proven experience configuring Bedrock Knowledge Bases Agents and Guardrails
• Proficiency with AWS Lambda API Gateway IAM and security best practices for cross-cloud access
• Working knowledge of AWS SageMaker for model training and deployment

Salesforce AI Stack:

• Strong working knowledge of Salesforce Data Cloud and Einstein 1 Platform
• Experience with Model Builder and Prompt Builder setup and configuration
• Understanding of Salesforce Service Cloud and Sales Cloud architecture

Architecture & Integration:

• Demonstrated experience designing RAG (Retrieval Augmented Generation) architectures
• Experience with Vector Database integrations (OpenSearch Serverless Pinecone or similar)
• Expert-level knowledge of REST/gRPC APIs OAuth 2.0 flows and named credentials for secure Salesforce-to-AWS connectivity

Programming:

• Proficiency in Python (AWS Lambda Boto3 data processing)
• Familiarity with Apex for Salesforce triggers callouts and custom logic
• Experience with Infrastructure as Code (Terraform CloudFormation) is a plus

Experience Requirements

• 8 years of experience in Enterprise Architecture Cloud Engineering or Data Science roles
• 3 years specifically focused on AI/ML solution design or Data Engineering
• Proven track record of deploying at least one Generative AI solution into production (not just POCs or demos)
• Experience implementing Zero Copy architecture between Salesforce and Data Warehouses (Snowflake Redshift) is highly desirable
• Healthcare or regulated industry experience is a plus

Preferred Certifications

• AWS Certified Solutions Architect Professional
• AWS Certified Machine Learning Specialty
• Salesforce Data Cloud Consultant or AI Associate
• Salesforce Certified Application Architect or System Architect

Knowledge Skills & Abilities

LLM Fluency: Deep understanding of how large language models work including context windows prompt engineering techniques (Chain of Thought ReAct few-shot learning) embeddings and vector search.

Security-First Mindset: A healthy paranoia for securityunderstanding how to prevent prompt injection attacks ensure data residency compliance when data leaves Salesforce for AWS and implement zero-trust architectures.

Strategic Communication: The ability to explain complex AI concepts to non-technical stakeholdersincluding C-suite executivesin clear compelling terms without losing their attention or oversimplifying critical details.

Problem-Solving: Ability to navigate ambiguity make architectural trade-offs and balance innovation with pragmatic delivery in a fast-paced healthcare environment.

Collaboration: Experience working across technical and business teams building consensus and driving adoption of new technologies.

Why Join Natera

• Impact: Your work will directly improve patient experiences and healthcare outcomes for thousands of families
• Innovation: Work at the cutting edge of AI in healthcare with access to the latest tools and technologies
• Growth: Join a rapidly scaling organization with significant investment in AI and digital transformation
• Leadership: Work alongside experienced technology leaders from Google Meta and other top tech companies
• Culture: Collaborative mission-driven environment that values continuous learning and technical excellence

Compensation & Benefits

Natera offers competitive compensation including base salary performance bonuses and equity. We provide comprehensive benefits including health insurance 401(k) matching flexible PTO professional development budget and more.

OUR OPPORTUNITY

Natera is a global leader in cell-free DNA (cfDNA) testing dedicated to oncology womens 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 youll work hard and grow quickly. Working alongside the elite of the industry youll 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 .

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: be advised that Natera will reach out to candidates with a @ 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.

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