AI/ML Engineer

NICOLL CURTIN TECHNOLOGY PTE. LTD.
Singapore, SG

Job Description

Key Responsibilities

  • Design, build, and deploy scalable AI and machine learning solutions, supporting the full lifecycle from data ingestion to production deployment
  • Develop and maintain end-to-end pipelines, including model training, validation, and serving
  • Work with advanced AI technologies such as Large Language Models (LLMs), embeddings, multi-agent systems, and RAG-based architectures
  • Manage model lifecycle processes, including experimentation,versioning, validation, and release into production environments
  • Support the development of reliable and scalable infrastructure using containerization (Docker), orchestration (Kubernetes), and CI/CD pipelines
  • Collaborate closely with data scientists, engineers, and other stakeholders to translate research and prototypes into production-ready applications
  • Integrate AI solutions into existing systems while ensuring performance, scalability, and reliability
  • Monitor and improve model performance, including tracking data drift and optimizing system efficiency
  • Contribute to engineering best practices through code reviews, testing, and continuous improvement initiatives

Qualifications

  • Degree in Computer Science, Data Science, Mathematics, Statistics, or a related field, or equivalent practical experience
  • Strong programming skills in Python, with experience writing clean, maintainable, and testable code
  • Hands-on experience developing and deploying machine learning models and pipelines in production environments
  • Familiarity with ML Ops practices and tools such as ML flow, Weights & Biases, or similar platforms
  • Experience working with Large Language Models (LLMs) and modern AI frameworks
  • Understanding of agent-based systems, orchestration frameworks, or related AI architectures
  • Experience with containerization (Docker) and working knowledge of Kubernetes
  • Familiarity with CI/CD tools such as GitLab, Jenkins, or similar
  • Solid understanding of data preparation, feature engineering, and model evaluation techniques
  • Knowledge of core statistical and mathematical concepts relevant to machine learning
  • Experience working with cloud platforms and GPU-based workloads is an advantage
  • Strong problem-solving skills and the ability to work effectively in cross-functional teams

This isa permanent role in Singapore.

Skills & Requirements

Technical Skills

PythonDockerKubernetesMl flowWeights & biasesProblem-solvingCollaborationTechnology

Level

mid

Posted

4/12/2026

Apply Now

You will be redirected to NICOLL CURTIN TECHNOLOGY PTE. LTD.'s application portal.