
Cloud Infrastructure Specialist for Artificial Intelligence Applications
1 day ago
Job Description
Develop and maintain large-scale cloud-based infrastructure for artificial intelligence applications. Ensure seamless integration with existing systems and workflows.
Key Responsibilities
- Design, implement, and manage model pools for efficient resource allocation.
- Implement accurate provisioning and decommissioning across development, testing, and production environments.
- Manage security patches for all model pools to prevent vulnerabilities.
- Evaluate and ensure compliance in regulated environments, including US Government clouds and Microsoft internal services.
- Monitor model pool usage metrics and system performance. Adjust quotas based on business demand and AI inference load to optimize resource allocation.
- Analyze logs and metrics to detect anomalies, performance issues, or compliance gaps. Generate actionable insights to inform scaling, patching, and lifecycle decisions.
Required Skills & Experience
- Strong proficiency in C# and .NET for automation and service development.
- Hands-on experience with Geneva Actions for resource lifecycle automation.
- Experience with Azure Data Explorer and Kusto Query Language (KQL) and Dashboard for monitoring and analytics.
- Familiarity with Azure DevOps for CI/CD pipeline implementation.
- Comfortable with Visual Studio Code or similar development environments.
- Solid understanding of model lifecycle, scaling, and quota management in cloud environments.
- Experience in security patch management in regulated or government cloud environments.
- Strong problem-solving skills and ability to work in fast-paced, dynamic environments.
Preferred Qualifications
- Experience with AI/ML model deployment and inference workloads.
- Understanding of performance tuning and cost optimization for cloud-based ML services.
Seniority level
- Mid-Senior level
Employment type
- Full-time
Job function
- Engineering and Information Technology
Industries
- IT Services and IT Consulting
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