Cloud Infrastructure Specialist
3 weeks ago
Job Summary
Dew Software is looking for a skilled Cloud Infrastructure Specialist to join our team. We're seeking an experienced professional with a strong background in managing Azure infrastructure, including virtual machines, storage, and networking, to support AI model development and deployment.
Key Responsibilities
- Azure Infrastructure Management: Configure, maintain, and optimize Azure infrastructure to ensure scalability and performance.
- Model Performance Monitoring: Implement and maintain monitoring systems to track model performance and proactively identify and address issues.
- Incident Response: Collaborate with the SRE team to respond promptly to outages and incidents related to model operations.
Requirements
- Azure Infrastructure Experience: Proficiency in managing Azure infrastructure components, including virtual machines, storage, and networking.
- CI/CD Pipeline Experience: Experience with Continuous Integration/Continuous Deployment (CI/CD) pipelines, including the automation of model deployment processes.
- Containerization in the Cloud: Strong knowledge of containerization technologies in the cloud, such as Docker and Kubernetes.
- Machine Learning Expertise: Proficient in building and optimizing machine learning models, with a deep understanding of various ML algorithms and frameworks.
- Programming Skills: Proficiency in programming languages commonly used in machine learning, such as Python and libraries like TensorFlow and PyTorch.
- Data Management: Experience in data preprocessing, feature engineering, and data pipeline development for machine learning.
- Collaborative Team Player: Excellent communication skills and the ability to work collaboratively with cross-functional teams.
- Documentation: Effective documentation skills to maintain clear and organized records of models, infrastructure configurations, and incident responses.
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