✦ Luna Orbit — Consulting & Advisory

Startup Solutions Architect, San Francisco Early Stage Startups

at Amazon.com

📍 US, CA, San Francisco Unknown Posted April 14, 2026
Type Full-Time
Experience entry
Exp. Years Not specified
Education Not specified
Category Consulting & Advisory

Amazon is seeking a Startup Solutions Architect embedded in the San Francisco startup ecosystem. You will work hands-on with early-stage founders across industries to shape practical architectures and productionize GenAI-powered products.

  • Design and iterate on scalable architectures with early-stage founders
  • Advise startups on selecting foundation models and AI services for production-ready GenAI products
  • Guide GenAI application challenges including model costs, latency, accuracy, safety, and AI best practices
  • Support data foundations using vector databases, data pipelines, retrieval-augmented generation (RAG), or fine-tuning workflows
  • Connect founder feedback and needs to product and engineering

The role focuses on advising startups on GenAI from foundation model selection through production readiness, including managing model costs, latency, accuracy, and safety. You will also guide data foundation design using vector databases, data pipelines, retrieval-augmented generation (RAG), and fine-tuning workflows.

The ideal candidate is a Solutions Architect who has supported early-stage startups with practical, scalable architecture decisions, especially for GenAI applications. They are comfortable advising on foundation models, productionizing AI products, and implementing data foundations such as vector databases and retrieval-augmented generation (RAG).

Work hands-on with early-stage founders to design and iterate on architecturesHelp startups navigate the fast-moving GenAI landscapeGuide founders through challenges of building GenAI applications including managing model costslatencyaccuracysafetyand AI best practicesSupport startups in building data foundations including vector databasesdata pipelinesretrieval-augmented generation (RAG)or fine-tuning workflowsBe a voice for the startups you work with and connect feedback and needs directly to product and eng
Y CombinatorGenAIvector databasesretrieval-augmented generation (RAG)foundation models
architecturesGenAIfoundation modelsAI servicesproduction-ready AI-powered products and servicesmodel costslatencyaccuracysafetyAI best practicesvector databasesdata pipelinesretrieval-augmented generation (RAG)fine-tuning workflowsscalabilitycompliance challengetechnical advisory
architecturesGenAIfoundation modelsAI servicesproduction-ready AI-powered products and servicesmodel costslatencyaccuracysafetyAI best practicesvector databasesdata pipelinesretrieval-augmented generation (RAG)fine-tuning workflowsdata foundationsscalabilitycompliance challengestechnical advisory
hands-on advisoryrelationship buildingtrusted technical advisorcommunicationcustomer focuswriting technical contentpresenting at startup and developer eventsproblem-solvingpragmatic architectural decision-makingfast iteration
Industry SaaS
Job Function Provide hands-on technical architecture advisory to early-stage startups, especially for GenAI applications.
Role Subtype Technical Advisor
Tech Domains AI & Machine Learning
Solutions ArchitectStartup Solutions Architectearly-stage startupstechnical advisorarchitectural decisionsscalingGenAIfoundation modelsAI servicesproduction-ready AI-powered productsmodel costslatencyaccuracysafetyAI best practicesvector databasesdata pipelinesretrieval-augmented generation (RAG)RAGfine-tuning workflowscompliance challengeY Combinatoracceleratorsincubatorsventure capital firmstechnical contentpresentingdeveloper events

Experience/ability to advise on GenAI applications and production readiness, Experience/knowledge of vector databases and retrieval-augmented generation (RAG), Ability to advise on model cost, latency, accuracy, and safety considerations

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