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PERSOL SINGAPORE PTE. LTD.

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Machine Learning Engineer

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Roles & Responsibilities

  • Design, prototype, and build ML models (e.g. recommendation, forecasting, NLP, computer vision)
  • Take models from proof-of-concept through to production deployment, including data pipelines, training workflows, and model serving infrastructure
  • Collaborate closely with HQ engineering and data science teams on model architecture, data standards, and shared infrastructure
  • Work with APAC product, business, and regional engineering teams to gather requirements and localize solutions
  • Monitor and maintain model performance in production, including retraining and iteration based on live feedback
  • Contribute to MLOps best practices, including CI/CD, model versioning, and experiment tracking
  • Communicate technical trade-offs clearly to both technical and business stakeholders across regions and time zones

Requirements

  • Bachelor's or Master's Degree in Computer Science, Machine Learning, Statistics, or a related field (or equivalent practical experience)
  • Around 3 years of experience building and deploying machine learning models in production environments
  • Strong proficiency in Python and ML frameworks such as PyTorch or TensorFlow
  • Solid understanding of the full ML lifecycle: data pipelines, feature engineering, training, evaluation, deployment, and monitoring
  • Experience with cloud platforms (AWS, GCP, or Azure) and containerization tools (Docker, Kubernetes)
  • Strong communication skills and ability to work effectively across cross-border, cross-functional teams

Interested candidates, who wish to apply for the advertised position, please click on "Apply Now". We regret that only shortlisted candidates will be notified.

EA License No.: 01C4394

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Skills

See also

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