AI Engineer
Core
End-to-end ownership of AI capabilities including agent orchestration, generative UI rendering, and production deployment of full-stack applications.
Role type
Senior AI Engineer (Generative UI & Agent Orchestration)
Builds
Agent loops, integration layers via MCP, generative UI protocols, and production-ready AI features.
Domain
Autonomous commerce, Generative AI, Agent-based systems
Deliverable
production ML models | product features
Required skills
Full-stack development (frontend/backend/data/ML), Agent orchestration, Tool use & structured outputs, Generative UI protocols (A2UI, AG-UI, MCP-UI), Prompt/context engineering, Retrieval & embeddings, SQL, Async/streaming, Observability
Preferred skills
Fine-tuning/distillation, E-commerce systems, 0→1 product experience
Technologies
Python, TypeScript, Node, React, MCP
Responsibilities
Build agent loops and orchestration with tool use and business-rule enforcement; Develop integration layers for secure agent-backend communication; Render model output into live, streamed, accessible UI; Ground models in real data using retrieval and feedback loops; Implement evaluation systems for provable improvement; Ship capabilities from prototype to production.
Seniority
Senior, hands-on IC