Machine Learning Engineering Manager

Private Advertiser
Singapore
SGD 125,000 - 150,000
Job description

Key Responsibilities:

  • Lead a team of machine learning engineers.
  • Manage resources, including setting priorities and timelines for machine learning projects.
  • Oversee the end-to-end execution of machine learning projects, ensuring alignment with business goals and timelines.
  • Collaborating closely with engineers to design and develop optimal technical architectures for distributed systems on public cloud platforms.
  • Define and track project milestones, deliverables, and key performance indicators (KPIs).
  • Present technical findings and progress to non-technical stakeholders.
  • Drive innovation within the team by introducing new techniques, methodologies, and technologies.
  • Collaborate with engineering teams (Researchers and Software Engineers) to integrate Machine Learning models into production environments, ensuring reliability and scalability.

Requirements:

  • Bachelor’s, Master’s, or Ph.D. in Computer Science, Data Science, Artificial Intelligence, Mathematics, or a related field.
  • At least 7 years of experience in Machine Larning, Data Science or AI.
  • At least 3 years of experience in managing and leading teams in a technical environment.
  • Proven track record of building and deploying machine learning models in production.
  • Proficiency in software development best practices, including adherence to coding standards, conducting code reviews, applying design patterns, managing source control (e.g., GitHub), and implementing test automation and CI/CD pipelines.
  • Experience with large-scale data processing, cloud platforms (AWS, Google Cloud, Azure), and Machine Learning frameworks (TensorFlow, PyTorch).
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