ApplySenior MLOps
Posted 2 months agoViewed
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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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