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Senior MLOps

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💎 Seniority level: Senior, 5+ years

📍 Location: Japan

🔍 Industry: Conversational commerce technology

🏢 Company: Technology & Product

⏳ Experience: 5+ years

🪄 Skills: AWSDockerPythonGCPGitKubernetesMLFlowPyTorchAzureTensorflowCI/CDTerraform

Requirements:
  • 5+ years of experience in MLOps, DevOps, or related fields, focusing on deploying and managing LLMs.
  • Proven experience with Hugging Face, MLFlow, and containerization technologies like Docker and Kubernetes.
  • Strong experience with cloud platforms such as AWS, Azure, and GCP and infrastructure as code (Terraform).
  • Proficiency in Python, with experience in ML libraries such as TensorFlow and PyTorch.
  • Expertise in CI/CD pipelines, version control (Git), and orchestration tools.
  • Familiarity with Generative AI and deploying models at scale.
Responsibilities:
  • Develop and maintain scalable pipelines for deploying LLMs with low-latency inference.
  • Implement monitoring frameworks to track performance and reliability of models in production.
  • Optimize cloud and on-premise infrastructure for LLM operations.
  • Collaborate with AI engineers and data scientists on project objectives.
  • Document MLOps processes and provide training to team members.
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