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ML Engineer (AI/ML Lab)

Changi Airport GroupSingaporePosted 18 May 2026

Changi Airport Group is seeking an ML Engineer to design and deploy production-ready AI models. The role involves building scalable ML pipelines, implementing MLOps best practices, and collaborating with cross-functional teams. Candidates should have strong software engineering skills and experience with modern AI frameworks and cloud environments. The position focuses on translating business needs into reliable AI solutions.

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Experience

3+ years

Function

Engineering

Work mode

Onsite, Singapore

Company

Tier 2

What you will work on

Changi Airport Group is seeking an ML Engineer to design and deploy production-ready AI models. The role involves building scalable ML pipelines, implementing MLOps best practices, and collaborating with cross-functional teams. Candidates should have strong software engineering skills and experience with modern AI frameworks and cloud environments. The position focuses on translating business needs into reliable AI solutions.

TAL's take

Quality 60/1005/5 clarityTier 2 company

Solid engineering role at a major enterprise organization with clear ownership of ML pipelines.

The JD clearly defines the scope of work, technical requirements, and responsibilities for a production ML engineer.

Must haves

  • 3+ years of experience in machine learning engineering
  • Strong programming and software engineering skills
  • Hands-on experience with ML and AI frameworks like PyTorch or LangChain
  • Understanding of end-to-end ML lifecycle
  • Experience building and deploying models in production
  • Familiarity with cloud platforms

Tools and skills

pytorchscikit-learnlangchainmlopsci/cdawsazuregcpdockerkubernetes

About the company

Established enterprise organization, though not a top-tier global software-native firm.

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