Full Stack Engineer (AI Systems) – Remote (Global)
We’re working with a well-established, tech-led business that is building a new AI product focused on handling real-world tasks, workflows and decision-making.
This is a small, high-calibre team building systems where AI capability is translated into reliable, structured product behaviour, with a strong emphasis on execution and consistency in real usage.
The product focuses on:
- Long-running workflows
- Persistent context
- Multi-step task execution
- Integration with external systems
- The core challenge is designing systems that can apply model capability in a structured and reliable way, even when behaviour is non-deterministic.
The Role
This role sits at the product layer, connecting backend systems, AI capability and the end-user experience.
The focus is on building systems that enable:
- AI workflows to run end-to-end within the product
- User-facing features that behave consistently under real usage
- Real-time interaction with AI-driven systems
You’ll be working on:
- End-to-end product features across frontend and backend
- Agent workflows, including planning, tool usage, failure handling and recovery
- Integration of LLMs, memory and external systems into user-facing flows
- Real-time interactions, including streaming responses and partial updates
- Reliability and fallback behaviour within the product experience
What They Care About
The hiring bar is centred around real production experience:
- Whether you have built and shipped features end-to-end
- Your experience working with AI-powered applications beyond simple API usage
- Your ability to handle practical challenges such as:
- ambiguity in product requirements
- failure and recovery in AI workflows
- maintaining consistent behaviour in real-world usage
Tech Environment
- Next.js / React
- Python and Node.js
- SQL / NoSQL databases
- LLM ecosystem (OpenAI, Anthropic, etc.)
- Docker and Kubernetes
- AWS, Azure or GCP is fine
The emphasis is on how you design and ship product features, rather than any single technology.
Team & Working Style
- Remote-first
- Small, highly capable engineering team
- Strong emphasis on ownership and delivery
- Comfortable working across frontend, backend and evolving systems