
Experienced AI Capacity Expert
3 days ago
Job Title: Experienced AI Capacity Expert
OverviewAt our organization, we are looking for a skilled Senior AI Capacity Engineer to join our team. This role is responsible for overseeing the creation, updating, and deletion of model pools. The ideal candidate will have a strong proficiency in C# and .NET, as well as hands-on experience with Geneva Actions for resource lifecycle automation.
Responsibilities- Owning the creation, updating, and deletion of model pools across Dev, Test, and Production environments.
- Ensuring accurate provisioning and decommissioning across environments.
- Implementing and maintaining timely security patches for all model pools.
- Ensuring compliance in regulated environments, including US Government clouds and Microsoft internal services.
- Continuously monitoring model pool usage metrics and system performance, adjusting quotas based on business demand and AI inference load to optimize resource allocation.
- 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.
- Mid-Senior level position with a competitive salary package.
- Opportunities for growth and professional development.
- Collaborative and dynamic work environment.
- Senior engineers must have at least 5 years of relevant experience.
- Preferred qualifications include experience with AI/ML model deployment and inference workloads, and working with large-scale cloud platforms such as Azure.
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