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Full Stack Engineer (AI Systems)

GMP RECRUITMENT SERVICES (S) PTE LTDSingaporemycareersfuturepublished 11/05/2026
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Must-have:PythonNext.jsNode.jsDockerKubernetesFrontendBackendFullstackAI

Job Scope

  • Work closely with ML, backend and product teams to deliver features end to end.
  • Build real-time AI interactions with streaming, partial results and strict latency targets.
  • Enhance system reliability, observability and fallback handling.
  • Develop complete product features spanning frontend, backend and AI integrations.
  • Keep improving features based on actual usage patterns and failure cases.
  • Design multi-step agent workflows covering planning, tool use, error handling and recovery.
  • Integrate LLMs, memory and external tools into systems that perform reliably in real-world conditions.

Requirements

  • Strong sense of ownership, with the ability to take features from concept to production.
  • Experience with LLMs, RAG systems or AI-powered applications.
  • Strong full stack engineering experience across frontend and backend.
  • Comfortable in a fast-paced environment where requirements evolve.
  • Able to handle ambiguity and make practical engineering decisions.
  • Good understanding of system design and API architecture.

Tech Stack

  • Docker
  • Python
  • SQL & NoSQL
  • Next.js
  • OpenAI / Anthropic / open-source LLMs
  • Kubernetes
  • Node.js
  • PyTorch

We regret that only shortlisted candidates will be notified.

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