Machine Learning Engineer - Collov Labs

Collov Labs · singapore, singapore, Singapore

Location
singapore
Job Type
Full-time
Posted
June 07, 2026

Job Description

Key Responsibilities

  • Design, train, and deploy machine learning models for production use
  • Develop scalable data pipelines for model training and inference
  • Optimize models for performance, latency, and resource efficiency
  • Collaborate with data scientists to implement research into production systems
  • Monitor model performance and implement continuous improvement strategies
  • Document and maintain model versions and deployment workflows

Requirements

  • 3+ years of experience in machine learning or related fields
  • Strong programming skills in Python and familiarity with ML frameworks
  • Experience with MLOps tools and cloud platforms
  • Understanding of data preprocessing and feature engineering
  • Ability to work in cross-functional teams and iterate on models

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