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
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- Posted
- Apr 06, 2026
- Type
- Full-time
- Level
- Associate
- Location
- Singapore
- Company
- Nicoll Curtin
Industries
Categories
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