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Senior MLOps Engineer

1 month ago

London, Greater London, United Kingdom https:jobs-redefined.cositemap Full time

At Bumble, we're on a mission to create a world where all relationships are healthy and equitable. As a Senior MLOps Engineer, you'll play a key role in maintaining and improving our MLOps platform, which supports the lifecycle of state-of-the-art machine learning models. With millions of images and messages exchanged on our platform every day, there's a wealth of opportunity to make a real difference in this role and help people find love all over the world.

**Key Responsibilities:**

  • Maintain and improve the MLOps platform to serve predictions at massive scale and iterate faster on all our models
  • Administer and manage GPU-powered MLOps Kubernetes clusters
  • Be part of the on-call rota to support smooth operation of the MLOps platform and the health of all our ML services
  • Improve the MLOps platform in terms of processes, performance, and testing
  • Research and experiment with the latest MLOps technologies and inference frameworks to unlock capabilities for all ML engineers in the company
  • Support the efforts of ML engineering and product teams
  • Mentor and coach team members on DevOps and ML engineering best practices

**Requirements:**

  • Deep understanding of Kubernetes infrastructure and experience administering GPU-enabled Kubernetes clusters at scale
  • Experience working with Docker and containerized applications
  • Experience with at least one programming language, such as Python or Golang
  • Experience with CI/CD tooling, such as ArgoCD or GitHub Actions
  • Experience configuring and maintaining monitoring systems, such as Grafana or Prometheus
  • Experience with IaC tooling, such as Terraform
  • Comfortable in reacting to incidents and part of an on-call rotation
  • Good understanding of machine learning model development life cycle processes and tools
  • Ability to work collaboratively and proactively in a fast-paced environment
  • A passion for keeping up with the latest ongoings in DevOps and MLOps communities
  • A curious mind, self-starter, and endlessly keen to learn and develop professionally