Associate Machine Learning Ops Engineer

2 weeks ago


Singapore Ensign InfoSecurity Full time
Ensign is hiring

Responsibilities:

  • Develop and deploy end to end pipelines for developed models
  • Ensure that deployed machine learning models are functional in production
  • Work on optimisation so that the model can handle large amounts of data in a production environment

Requirements:

  • Ability to do development using Python
  • Ability to build MLOps pipelines using CI/CD tools such as Gitlab, AWS Code Pipeline, etc
  • Good understanding of Linux and machine learning workflow
  • Ability to understand tools and frameworks such as Keras, PyTorch, Tensorflow used by data scientists
  • Experience in using popular MLOps frameworks like MLFlow or Kubeflow
  • Experience working with streaming data is a plus
  • Strong communication skills

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