Cloud-Based Model Pool Specialist

13 hours ago

Quezon City, National Capital Region, Philippines beBeeEngineer Full time $100,000 - $150,000
Model Lifecycle Engineer

We're looking for a seasoned Model Lifecycle Engineer to join our team. In this role, you'll be responsible for creating, updating, and deleting model pools while ensuring accurate provisioning and decommissioning across Dev, Test, and Production environments.


This involves implementing timely security patches for all model pools, monitoring model pool usage metrics and system performance, and adjusting quotas based on business demand and AI inference load to optimize resource allocation.


You'll build and maintain automated workflows for lifecycle operations and monitoring, collaborating with cross-functional teams to improve operational efficiency and governance. Analyze logs and metrics to detect anomalies, performance issues or compliance gaps.


Key Responsibilities:
  • Create, update, and delete model pools.
  • Ensure accurate provisioning and decommissioning across environments.
  • Implement timely security patches for all model pools.
  • Monitor model pool usage metrics and system performance.

Requirements:
  • 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.

Preferred Qualifications:
  • Experience with AI/ML model deployment and inference workloads.
  • Experience working with large-scale cloud platforms such as Azure.
  • Understanding of performance tuning and cost optimization for cloud-based ML services.

Technical Requirements:
  • C#, .NET, Geneva Actions, Azure Data Explorer, Kusto Query Language, Azure DevOps, Visual Studio Code.

Job Type:
  • Full-time

About Us:

We are a company that values innovation and collaboration.

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