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AI Full Stack Engineer at Base Camp Digital PTE Ltd – Singapore | Jobyssey

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AI Full Stack Engineer

AI Full Stack Engineer

Base Camp Digital PTE Ltd · Singapore · 2 months ago

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Work mode: Onsite
Category: Fullstack

agentic-ai ai anthropic api docker kubernetes llm machine-learning nextjs nodejs nosql observability openai python

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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