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Machine Learning Engineer

Angkas · Makati City, Metro Manila, Philippines

Data Science / AI / Machine LearningQuick applyfull-time11 days ago

About The Role

  • ●Collaborate with Machine Learning Engineers, Backend Engineers, Data Scientists, and Product Managers to develop AI-powered features and services.
  • ● Build, deploy, and maintain production-ready machine learning models that improve allocation, ETA prediction, demand forecasting, and marketplace optimization.
  • ● Develop scalable data processing, feature engineering, and model training pipelines for large-scale datasets.
  • ● Integrate machine learning models into backend services and ensure reliable, low-latency inference in production
  • ● Monitor model performance, identify model drift, and continuously improve model accuracy and operational reliability.
  • ● Contribute to MLOps practices including model versioning, automated deployment, monitoring, and experimentation.
  • ● Write clean, maintainable, and well-tested code while following software engineering best practices.
  • ● Participate in technical discussions, code reviews, and knowledge sharing to continuously improve the team's engineering standards.
  • ● Bachelor's degree in Computer Science, Data Science, Artificial Intelligence, Engineering, or a related field.
  • ● At least 3 years of professional experience building and deploying machine learning applications in production.
  • ● Strong proficiency in Python and experience with machine learning frameworks such as PyTorch, TensorFlow, or Scikit-learn.
  • ● Experience with SQL and data processing frameworks for working with large datasets.
  • ● Familiarity with model deployment, REST APIs, Docker, Kubernetes, and cloud-based infrastructure.
  • ● Understanding of MLOps concepts including model lifecycle management, monitoring, CI/CD, and experimentation.
  • ● Solid software engineering fundamentals including version control, testing, debugging, and system design.
  • ● Strong analytical, problem-solving, and communication skills with the ability to work effectively in cross-functional teams.
  • Why join Angkas?
  • Freedom of work
  • Work-life balance
  • Free meals and use of gym
  • Opportunities for promotion
  • Competitive salary
  • Pay raise
  • Start-up environment
  • Multi-cultural and Agile work environment
  • Diversified use of technology

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