UC
MLOps Engineer
4.0/10
Unknown Company
Not specified
Office / on-site
mid
about 8 hours ago
aidevKubernetesDockerHelmAnsibleSklearnTensorFlowPyTorchPythonJavaTriton
AI Summary
The vacancy lacks compensation details and company information but provides a clear tech stack and reasonable requirements for the role.
Description
Seeking an MLOps Engineer with over 2.5 years of experience in Kubernetes, Docker, and AI tools.
Requirements
- •Over 2.5 years of experience as an MLOps Engineer.
- •Completed higher education.
- •Knowledge of Kubernetes abstractions and controllers: Deployment, StatefulSet, CronJob, Job.
- •Understanding of networks and TCP/IP model, L4 vs L7 load balancing.
- •Experience with Docker and container principles.
- •Proficiency in Helm as a package manager and templating tool for Kubernetes.
- •Programming skills and ability to automate routine tasks.
- •Knowledge of Ansible.
- •Experience with Sklearn, TensorFlow, PyTorch.
- •Experience with machine learning models in NLP and Computer Vision.
- •Experience in writing model services.
- •Understanding of key machine learning model metrics.
- •Experience with AI tools: Triton, MLFlow.
- •Industrial development experience in Python or Java.
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