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Nicoll Curtin

Backend Engineer, AI

Nicoll Curtin
Singapore · Full-time · Mid-Senior

We're looking for a Backend Engineer who loves building scalable systems that power intelligent applications. This role is ideal for someone who enjoys architecting backend services, integrating AI capabilities, and taking products from concept to production.


We're looking for builders, not just coders—engineers who think about the bigger picture, take initiative, and enjoy solving complex technical challenges.


What You'll Do

  • Design, develop, and maintain scalable backend services and APIs using Python and Node.js.
  • Build the backend infrastructure that powers AI-driven applications and services.
  • Integrate and optimize machine learning models using PyTorch and modern AI frameworks.
  • Develop APIs and workflows to support LLMs, AI agents, and other generative AI capabilities.
  • Design reliable, secure, and high-performance system architectures.
  • Collaborate with frontend, AI, product, and infrastructure teams to deliver production-ready features.
  • Optimize application performance, scalability, and observability.
  • Build and maintain cloud-native services, deployment pipelines, and backend infrastructure.
  • Evaluate new technologies and contribute to technical architecture decisions.


What We're Looking For

  • 4+ years of backend software engineering experience.
  • Strong programming skills in Python and Node.js.
  • Experience building and maintaining RESTful APIs and microservices.
  • Hands-on experience with PyTorch and deploying machine learning models into production.
  • Experience integrating LLMs, AI APIs, or other AI services into backend systems.
  • Strong understanding of distributed systems, databases, caching, and asynchronous processing.
  • Experience with cloud platforms such as AWS, GCP, or Azure.
  • Experience with Docker, Kubernetes, CI/CD, and backend deployment best practices.
  • Strong understanding of software architecture, security, and system reliability.


We're Especially Interested In People Who

  • Build products with an ownership mindset rather than simply completing assigned tasks.
  • Enjoy designing systems from the ground up and making architectural decisions.
  • Are curious about emerging AI technologies and continuously explore new tools and approaches.
  • Think critically about scalability, maintainability, and long-term technical health.
  • Thrive in fast-paced environments where they can move quickly and have meaningful impact.


Nice to Have

  • Experience with vector databases, RAG pipelines, AI orchestration frameworks, or AI agent architectures.
  • Experience with event-driven systems, message queues, or stream processing.
  • Familiarity with MLOps, model serving, inference optimization, or model fine-tuning.
  • Contributions to open-source projects or personal AI applications.
  • Experience working in startups or building products from zero to one.








Key Skills

Ranked by relevance

ai machine learning cloud message queues restful apis kubernetes docker mlops cicd aws gcp
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Posted
Jul 08, 2026
Type
Full-time
Level
Mid-Senior
Location
Singapore

Industries

Software Development

Categories

Information Technology

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