UC
MLOps Engineer
4.0/10
Unknown Company
Not specified
Office / on-site
mid
about 2 months ago
aidevKubernetesDockerHelmAnsibleSklearnTensorFlowPyTorchPythonJavaTriton
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Description
Seeking an MLOps Engineer with over 2.5 years of experience in Kubernetes, Docker, and AI tools.
Requirements
- โขOver 2.5 years of experience as an MLOps Engineer.
- โขCompleted higher education.
- โขKnowledge of Kubernetes abstractions and controllers: Deployment, StatefulSet, CronJob, Job.
- โขUnderstanding of networks and TCP/IP model, L4 vs L7 load balancing.
- โขExperience with Docker and container principles.
- โขProficiency in Helm as a package manager and templating tool for Kubernetes.
- โขProgramming skills and ability to automate routine tasks.
- โขKnowledge of Ansible.
- โขExperience with Sklearn, TensorFlow, PyTorch.
- โขExperience with machine learning models in NLP and Computer Vision.
- โขExperience in writing model services.
- โขUnderstanding of key machine learning model metrics.
- โขExperience with AI tools: Triton, MLFlow.
- โขIndustrial development experience in Python or Java.
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