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AI Full Stack Engineer

Base Camp Digital PTE LtdSingapore
Full-time
👁️ 0 views📝 0 applicationsPosted 7/27/2026Expires 8/26/2026

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Job Description

Job Summary: We are looking for an AI Full Stack Engineer who combines: • Full stack development (Next.js frontend + Node.js backend) • AI application engineering (LLMs, RAG, agentic workflows) • Production engineering (Docker, Kubernetes, observability, reliability) • Strong ownership from design through deployment Job Responsibilities: • Build end-to-end product features across frontend, backend, and AI integrations • Design agent workflows that handle planning, tool use, failure, and recovery across multiple steps. • Integrate LLMs, memory, and external tools into systems that behave reliably under real-world conditions • Design real-time AI interactions with streaming, partial results, and tight latency constraints • Improve system reliability, observability, and fallback mechanisms • Collaborate closely with ML, backend, and product teams to ship features end-to-end • Continuously iterate based on real usage and failure modes Required Skills: • Strong experience in full stack engineering (frontend + backend) • Solid understanding of system design and API architecture • Experience working with LLMs, RAG systems, or AI-powered applications • Ability to handle ambiguity and make pragmatic engineering decisions • Strong ownership - able to take features from idea to production • Comfort working in fast-moving environments with evolving requirements Required Tech Stacks: • Next.js • Python • Node.js • Pytorch • OpenAI / Anthropic / open-source LLMs • SQl & noSQL • Kubernetes • Docker