Full Stack Engineer, AI Systems
bjakcareer · Seoul
Job description
About the role
ActAI builds proactive applications for people who are not used to complex prompting, starting with an agent-first mobile communication app. It is looking for a Full Stack Engineer to build the product layer that turns AI capabilities into usable, production-grade workflows, including how agents operate, fail and recover.
Key responsibilities
- Build end-to-end product features across frontend, backend and AI integrations
- Design agent workflows covering planning, tool use, failure and recovery across multiple steps
- Integrate LLMs, memory and external tools into reliable systems
- Design real-time AI interactions with streaming, partial results and tight latency constraints
- Improve system reliability, observability and fallback mechanisms
- Work closely with ML, backend and product teams to ship features end-to-end
- Iterate continuously based on real usage and failure modes
Required profile
- Strong experience in full-stack engineering (frontend and backend)
- Solid understanding of system design and API architecture
- Experience with LLMs, RAG systems or AI-powered applications
- Able to handle ambiguity and make pragmatic engineering decisions
- Strong ownership, taking features from idea to production
- Comfortable in fast-moving environments with evolving requirements
Required skills
- Frontend and backend development
- LLMs, RAG systems and AI applications
- Next.js, Python, Node.js, PyTorch
- OpenAI / Anthropic and open-source LLMs
- SQL and NoSQL databases
- Kubernetes and Docker
The interview process involves 3 to 4 virtual or onsite interviews, evaluated by the technical team, with a prompt decision.
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bjakcareer
Seoul