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Caspian One Linkedin · Posted yesterday

Full Stack - AI Engineer

United Kingdom

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About the Role

We are looking for a hands-on Full Stack Developer to design, build, and support AI-powered applications from the ground up. You will own both the frontend and backend, work directly with modern AI agent frameworks, and help shape the architecture of a new platform. This is a builder’s role for someone who enjoys taking a product from a blank page to a production-grade, well-tested system.


What You’ll Do

  • Design and build end-to-end features across the UI and backend API layers.
  • Architect and structure new applications from scratch — data models, API contracts, service boundaries, and frontend structure.
  • Build and integrate AI agent workflows using frameworks such as LangGraph, LangSmith, Strands SDK, and Agent Core.
  • Develop responsive, accessible user interfaces with React.js, TypeScript, and/or Angular, including styling and UX polish.
  • Design and implement backend APIs (REST and/or event-driven) that power the application and integrate with AI services.
  • Work with relational and other data stores — modeling data, writing efficient queries, and building reliable data access layers.
  • Build with security and access control in mind (authentication, authorisation, role-based access) appropriate to a regulated financial environment.
  • Write unit and regression test cases to ensure reliability and prevent regressions.
  • Support and maintain the platform in production — monitoring, debugging, and iterating on live systems.
  • Collaborate closely with data, platform, and business teams to deliver features in an Agile environment.


Required Qualifications

  • Proven, hands-on experience building both UIs and backend APIs.
  • Strong frontend skills with React.js, TypeScript, and/or Angular.
  • Solid backend development experience in a modern language (e.g., Python, Java, or Node.js).
  • Experience with databases and SQL, including data modelling and query design.
  • Experience designing application architecture and structure from scratch.
  • Practical experience with AI agent frameworks: LangGraph, LangSmith, Strands SDK, and Agent Core.
  • Experience writing unit and regression tests.
  • Proficiency with Git and modern code review / CI-CD delivery practices.
  • Comfortable owning both styling/frontend and backend/API concerns.


Nice to Have

  • Cloud engineering experience with AWS, Azure, or Google Cloud Platform.
  • Experience writing evals to measure and improve AI/agent performance.
  • Experience designing and building AI agents.
  • Experience supporting production platforms and CI/CD pipelines.
  • Familiarity with containerization and infrastructure-as-code.
  • Exposure to data governance concepts (lineage, cataloging, access control).
  • Prior experience in financial services or another regulated industry.


What We’re Looking For

A self-driven full stack engineer who is equally comfortable designing an architecture, styling a UI, wiring up an AI agent, and writing the tests that keep it all stable — someone who wants to build and own real products end to end.

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