UC

MLOps Engineer

4.0/10

Unknown Company

Not specified
Office / on-site
mid
about 2 months ago
aidevKubernetesDockerHelmAnsibleSklearnTensorFlowPyTorchPythonJavaTriton

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The vacancy lacks compensation details and company information but provides a clear tech stack and reasonable requirements for the role.

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Description

Seeking an MLOps Engineer with over 2.5 years of experience in Kubernetes, Docker, and AI tools.

Requirements

  • โ€ขOver 2.5 years of experience as an MLOps Engineer.
  • โ€ขCompleted higher education.
  • โ€ขKnowledge of Kubernetes abstractions and controllers: Deployment, StatefulSet, CronJob, Job.
  • โ€ขUnderstanding of networks and TCP/IP model, L4 vs L7 load balancing.
  • โ€ขExperience with Docker and container principles.
  • โ€ขProficiency in Helm as a package manager and templating tool for Kubernetes.
  • โ€ขProgramming skills and ability to automate routine tasks.
  • โ€ขKnowledge of Ansible.
  • โ€ขExperience with Sklearn, TensorFlow, PyTorch.
  • โ€ขExperience with machine learning models in NLP and Computer Vision.
  • โ€ขExperience in writing model services.
  • โ€ขUnderstanding of key machine learning model metrics.
  • โ€ขExperience with AI tools: Triton, MLFlow.
  • โ€ขIndustrial development experience in Python or Java.
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