
AI Capacity Specialist
16 hours ago
We are seeking a skilled and experienced Senior AI Capacity Engineer to join our team. In this role, you will be responsible for owning the creation, updating, and deletion of model pools.
Key Responsibilities:
- Create, update, and delete model pools ensuring accurate provisioning and decommissioning across Dev, Test, and Production environments.
- Implement and maintain timely security patches for all model pools to ensure compliance in regulated environments.
- Monitor model pool usage metrics and system performance to adjust quotas based on business demand and AI inference load.
- Benchmark model performance and optimize resource allocation through automation and process improvement initiatives.
Required Skills & Qualifications:
- Strong proficiency in C# and .NET for automation and service development.
- Hands-on experience with Geneva Actions for resource lifecycle automation.
- Familiarity with Azure Data Explorer and Kusto Query Language (KQL) and Dashboard for monitoring and analytics.
- Experience with Azure DevOps for CI/CD pipeline implementation.
- Proficiency in cloud-based ML services and performance tuning for cost optimization.
- Strong problem-solving skills and ability to work in fast-paced, dynamic environments.
- Solid understanding of model lifecycle, scaling, and quota management in cloud environments.
Preferred Qualifications:
- Experience with AI/ML model deployment and inference workloads.
- Understanding of performance tuning and cost optimization for cloud-based ML services.
Tools & Technologies:
- Azure Data Explorer
- Geneva Actions
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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