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Open nowFirst seen 40 hours ago

Full Stack Engineer (AI Systems)

The GMP Group1,413 open roles

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Your applicationOpen nowFull Stack Engineer (AI Systems)The GMP Group

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The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: first seen 40 hours ago

The posting

Responsibilities:

  • Design, develop, and deliver end-to-end product features across frontend, backend, and AI integrations.
  • Build AI-native product features that extend beyond conversational interfaces into persistent, goal-driven workflows.
  • Design and implement intelligent agent workflows capable of planning, tool utilisation, failure handling, and recovery across multiple steps.
  • Integrate Large Language Models (LLMs), memory capabilities, Retrieval-Augmented Generation (RAG), and external tools into reliable production systems.
  • Develop real-time AI interactions with streaming responses, partial results, and low-latency performance.
  • Improve AI response times while maintaining output quality and reliability.
  • Build robust fallback, monitoring, observability, and recovery mechanisms for AI models and external tool failures.
  • Continuously improve the reliability and success rate of AI-driven workflows through monitoring, evaluation, and iterative enhancements.
  • Develop scalable architecture and reusable patterns for integrating LLMs, memory, and external services into production systems.
  • Collaborate closely with Machine Learning, Backend, and Product teams to deliver high-quality product features.
  • Continuously enhance product performance based on production usage, user feedback, and real-world system behaviour.
  • Contribute to delivering a proactive, dependable, and consistent AI user experience.

Requirements:

  • Proven experience in full stack software engineering, covering both frontend and backend development.
  • Strong understanding of software architecture, system design, and API development.
  • Experience working with Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI agents, or AI-powered applications.
  • Ability to make sound engineering decisions in ambiguous and rapidly evolving environments.
  • Strong ownership mindset with the ability to take features from concept through to production deployment.
  • Comfortable working in a fast-paced environment with evolving business and technical requirements.

Technical Environment

  • Next.js
  • Python
  • Node.js
  • PyTorch
  • OpenAI, Anthropic and open-source Large Language Models (LLMs)
  • SQL & NoSQL databases
  • Kubernetes
  • Docker

To apply, please visit www.gmprecruit.com and search for Job Reference: W34W69RW

To learn more about this opportunity, please contact Yingying at [email protected]

We regret that only shortlisted candidates will be notified.

GMP Technologies (S) Pte Ltd | EA Licence: 11C3793 | EA Personnel: Lai Yingying | Registration No: R1110239

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