Base Camp Recruitment Pte Ltd
AI Full Stack Engineer
Skills
3 months ago
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Important information
Contract type:
Permanent
Work mode:
Onsite
Published on:
11 September 2026
What they need
Job title:
AI Full Stack Engineer
Job type:
Permanent
Emp type:
Full-time
Job published:
16-07-2026
Job ID:
42776
Contact name:
Reynard Seng, Talitha Celsyah
Contact email:
[email protected], [email protected]
Job Description
Full Stack Engineer, AI Systems
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
Ideal 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
Tech Stack
- Next.js
- Python
- Node.js
- Pytorch
- OpenAI / Anthropic / open-source LLMs
- SQl & noSQL
- Kubernetes
- Docker
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