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Nicoll Curtin

Full Stack AI Engineer

Nicoll Curtin
Singapore · Full-time · Mid-Senior

We're looking for a Full Stack AI Engineer who enjoys building products from the ground up. This is a hands-on engineering role for someone who thrives in ambiguity, takes ownership, and enjoys turning ideas into production-ready AI applications.

We're looking for builders, not just coders—people who think beyond implementation, challenge assumptions, and care about delivering products that create real user value.


What You'll Do

  • Design, build, and ship end-to-end AI-powered applications from concept to production.
  • Develop modern, scalable front-end applications using Next.js and React.
  • Build robust backend services and APIs using Python and Node.js.
  • Develop, integrate, and optimize AI/ML models using PyTorch and modern LLM frameworks.
  • Work closely with product, design, and AI teams to rapidly prototype and iterate on new features.
  • Build scalable architectures that support performance, security, and reliability.
  • Deploy and maintain cloud-native applications and AI services.
  • Evaluate emerging AI technologies and recommend practical adoption where appropriate.
  • Take ownership of technical decisions and contribute to overall product strategy.


What We're Looking For

  • 4+ years of experience in full-stack software engineering.
  • Strong proficiency in Next.js, React, JavaScript/TypeScript.
  • Strong backend development experience with Python and Node.js.
  • Hands-on experience building AI or machine learning applications using PyTorch.
  • Experience integrating LLMs, generative AI models, or AI inference services into production applications.
  • Solid understanding of RESTful APIs, microservices, databases, and distributed systems.
  • Experience deploying applications on cloud platforms such as AWS, GCP, or Azure.
  • Familiarity with containerization technologies such as Docker and Kubernetes is an advantage.
  • Comfortable working in fast-paced startup or product environments.


We're Especially Interested In People Who

  • Build side projects, open-source contributions, or AI products outside of work.
  • Take ownership instead of waiting for detailed specifications.
  • Think from first principles and enjoy solving complex problems.
  • Care deeply about product quality and user experience.
  • Can move quickly while maintaining high engineering standards.
  • Enjoy experimenting, learning, and shipping.


Nice to Have

  • Experience with vector databases, retrieval-augmented generation (RAG), AI agents, or multimodal AI systems.
  • Experience with model serving, fine-tuning, or ML infrastructure.
  • Familiarity with CI/CD pipelines and DevOps practices.
  • Experience working in startups or building products from zero to one.


Key Skills

Ranked by relevance

ai cloud containerization machine learning product design microservices restful apis kubernetes docker devops react 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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