> Markdown version of [/jobs/ext/330540-ai-focused-full-stack-developer-generative-llm-conversational-systems](https://www.wearedevelopers.com/jobs/ext/330540-ai-focused-full-stack-developer-generative-llm-conversational-systems). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# AI-Focused Full Stack Developer (Generative / LLM / Conversational Systems)

- **Company:** MedAscend
- **Location:** UK (Remote available)
- **Experience:** Expert
- **Salary:** £39,000.0
- **Contract:** Permanent contract
- **Skills:** JavaScript (Programming Language), Application Programming Interfaces (APIs), Artificial Intelligence, Application Integration Architecture, Software Applications, User Authentication, Cloud Computing, Continuous Integration, Data Governance, Node.Js, OAuth, Software Architecture, TypeScript, Web Application Frameworks, Chatbots, ReactJS, Delivery Pipeline, Large Language Models, Generative AI, Low Latency, Cloudflare, Web Architecture, Software Version Control, Data Pipelines, Docker
- **Published:** June 4, 2026
- **Apply:** https://uk.indeed.com/viewjob?jk=02c69f7eedfa5d8e

## About the Role

Do you have experience in APIs?, Do you have a Master's degree?, * Strong proficiency in TypeScript and JavaScript across the full stack.

 * Production experience with React and Node.js.
 * Experience working with AI-powered applications using large language models or generative AI APIs.
 * Experience with cloud infrastructure such as Cloudflare.
 * Familiarity with CI/CD, version control, and scalable deployment workflows.
 * Currently living in Scotland.
 * Ideally 5+ years experience in the industry.

Highly Desirable

 * Experience building conversational AI or real-time interaction systems.
 * Experience working with structured data pipelines for AI evaluation or scoring.
 * Familiarity with containerisation using Docker.
 * Understanding of authentication frameworks such as OAuth.
 * Experience in healthtech, edtech, or regulated environments.
 * Awareness of data governance and privacy considerations in healthcare systems., * Any production experience with generative or conversational AI.
 * Why you are interested in building AI systems for healthcare education.

## Description

We are looking for a high-calibre Full Stack Developer with experience building AI-powered applications to join our growing health and education technology team. You will play a central role in developing interactive, real-time clinical simulation platforms that combine scalable web architecture with generative and conversational AI.

You will be building production-grade systems that integrate large language models, structured clinical workflows, and assessment engines to support healthcare training at scale.

Responsibilities

 * Design, build, and maintain scalable front-end and back-end systems using TypeScript and modern JavaScript frameworks.
 * Architect and implement LLM-powered features, including conversational agents, structured reasoning flows, and AI-driven feedback systems.
 * Optimise performance, latency, and reliability in real-time AI interactions.
 * Work closely with clinicians and educators to translate complex clinical workflows into intuitive digital experiences.
 * Contribute to architectural decisions, AI integration strategy, and long-term product scalability.


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