Platform Engineer

1 month ago

London, Greater London, United Kingdom Bumble Inc. Full time
Job Title: Platform/Senior Platform Engineer

At Bumble Inc., we're looking for a skilled Platform/Senior Platform Engineer to join our team. As a key member of our engineering team, you will be responsible for maintaining and improving our MLOps platform, which supports the lifecycle of state-of-the-art machine learning models.

Key Responsibilities:
  • Maintain and improve the MLOps platform to enable efficient model serving and iteration.
  • Administer and manage GPU-powered MLOps Kubernetes clusters.
  • Participate in the on-call rotation to ensure smooth operation of the MLOps platform and ML services.
  • Research and experiment with the latest MLOps technologies and inference frameworks to unlock capabilities for ML engineers.
  • Collaborate with ML engineering and product teams to drive innovation and improvement.
Requirements:
  • Deep understanding of Kubernetes infrastructure and experience administering GPU-enabled Kubernetes clusters at scale.
  • Experience working with Docker and containerized applications.
  • Proficiency in at least one programming language, such as Python or Golang.
  • Experience configuring and maintaining monitoring systems like Grafana and Prometheus.
  • Ability to work collaboratively in a fast-paced environment and react to incidents.
  • Strong understanding of machine learning model development life cycles and tools.
What We Offer:
  • A dynamic and supportive team environment.
  • Opportunities for growth and professional development.
  • A chance to work on cutting-edge MLOps technologies and projects.

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