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Nicoll Curtin

Artificial Intelligence Engineer

Nicoll Curtin
Singapore · Full-time · Associate

We are seeking an MLOps / AI Engineer to bridge the gap between experimental data science and production-grade systems. This role sits at the core of building scalable AI solutions, with a strong focus on LLMs, agentic workflows, and end-to-end ML pipelines.


You’ll work across the full lifecycle from concept to deployment partnering with data scientists, engineers, and infrastructure teams to deliver production-ready AI systems.


What You’ll Do

  • Design, build, and deploy end-to-end machine learning pipelines
  • Operationalise LLMs, embeddings, and multi-agent systems in real-world environments
  • Develop and maintain scalable data pipelines and model lifecycle workflows (training, validation, deployment)
  • Build production-grade RAG systems and AI-driven applications
  • Manage model performance, monitoring, and data drift in production
  • Containerise applications using Docker and deploy via Kubernetes
  • Build and maintain CI/CD pipelines for ML and AI applications
  • Collaborate with data scientists to translate research into production-ready systems


What We’re Looking For

  • Strong Python programming skills (clean, scalable, production-level code)
  • Hands-on experience with LLMs and modern AI frameworks
  • Solid understanding of MLOps (MLflow or similar tools for tracking and registry)
  • Experience with Docker and working knowledge of Kubernetes
  • Experience building and deploying ML pipelines end-to-end
  • Exposure to agentic workflows, LLM orchestration, or reasoning frameworks
  • Familiarity with CI/CD tools such as GitLab or Jenkins
  • Strong foundation in machine learning concepts (model evaluation, optimisation, etc.)


Nice to Have

  • Experience with GPU optimisation and cloud-based ML workloads
  • Background in building scalable AI platforms or infrastructure


Why This Role

  • Work on production-grade AI systems, not just experimentation
  • Exposure to advanced LLM and agent-based architectures
  • Opportunity to build across multiple AI use cases and environments
  • Strong collaboration across engineering, data, and business teams


If you’re interested, feel free to apply or reach out directly for a confidential discussion.

Key Skills

Ranked by relevance

ai machine learning docker mlops cicd python gitlab mlflow cloud
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Posted
Apr 06, 2026
Type
Full-time
Level
Associate
Location
Singapore

Industries

Staffing Recruiting

Categories

Information Technology

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