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

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.

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.

• Competitive salary aligned to experience.
• Fully remote working within Scotland.
• Meaningful technical ownership and influence over product direction.
• Opportunity to work on AI systems with direct real-world clinical impact.
• Collaborative environment with clinicians, educators, and experienced founders.