Senior MLOps Engineer - Octopus by RTG

وصف الوظيفة

At Octopus by RTG, our objective is to bridge the gap between premier organizations worldwide and exceptional talent. We are currently in search of a Senior MLOps Engineer to join our dynamic team.

Key Responsibilities:<\/strong><\/p>

  • Develop and sustain efficient MLOps pipelines to facilitate the smooth development, deployment, and monitoring of machine learning models.<\/li>
  • Automate the processes involved in model training, evaluation, and deployment.<\/li>
  • Continuously track model performance in real-time and implement strategies for drift detection.<\/li>
  • Design and oversee cloud infrastructure to guarantee robust ML model deployment and scalability.<\/li>
  • Enhance resource utilization and cost-effectiveness across cloud platforms, including AWS, GCP, and Azure.<\/li>
  • Automate continuous integration and continuous deployment (CI/CD) pipelines for both backend and frontend technologies.<\/li> <\/ul>

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متطلبات الوظيفة

  • Strong experience with MLOps tools and platforms (e.g., MLflow, Kubeflow, SageMaker).
  • Expertise in cloud platforms (AWS, GCP, Azure) and infrastructure-as-code tools (e.g., Terraform, CloudFormation).
  • Proficiency in scripting and automation (e.g., Python, Bash, Ansible).
  • Knowledge of container orchestration and deployment (e.g., Kubernetes, Docker).
  • Familiarity with monitoring and logging tools (e.g., Prometheus, Grafana).
  • Experience with version control and CI/CD practices.
  • Strong understanding of ML model lifecycle and deployment challenges.