We seek your understanding that priority will be given to candidates who can work from Singapore in the next few months. Due to the border restrictions in view of COVID-19, we might not be able to secure work visas for candidates who are not located in Singapore currently. Please be assured that our team is monitoring the situation closely and will revise our position according to the evolving travel/visa restrictions.

Job Description:

  • Work cross-functionally with business owners, product managers, and data scientists to conceptualise, research, plan, build, and deliver high performance and scalable machine learning services
  • Apply domain knowledge in machine learning and software engineering to contribute to various projects, including but not limited to:
    • Machine Learning Platform Infrastructure
    • Model Training and Development Platform
    • ML Feature Store
    • ML Model Serving Framework
    • AutoML

Minimum Qualifications:

  • Bachelor's Degree, Master's Degree, or PhD in Computer Science or related technical discipline
  • Minimum 2 years of relevant working experience for candidates with Bachelor's or Master’s Degree
  • Experience with one or more programming languages including Python and Golang
  • Familiarity with Linux Operating Systems
  • Experience in developing and deploying live services

Preferred Qualifications:

  • Proficient in SQL, building ETL data pipelines, and managing features in data warehouse / data lake
  • Experience with distributed databases or distributed systems (Hadoop, Spark, HBase, Cassandra etc.
  • Experience administering infrastructure and services in production environment
  • Familiar with DevOps best practices
  • Familiar with Docker and Kubernetes
  • Experience deploying services in a multi-cloud environment
  • Experience with Kubeflow or similar Machine Learning platforms
  • Experience with common machine learning frameworks including scikit-learn, XGBoost, Tensorflow, or PyTorch
  • Experience with Tensorflow Serving / TensorRT / TensorRT Inference Server
  • Experience with front-end development frameworks and building admin console

Apply for this Job

* Required