Generative AI Application Operations Engineer
Tasks
- Analyze and resolve application incidents
- Analyze logs, metrics, and alerts
- Ensure security compliance for network access
- Manage AKS container workloads
- Manage application maintenance for AI apps
- Manage managed identities and least privilege
- Manage secrets and sensitive configuration
- Monitor application and infrastructure services
- Propose improvements to monitoring and feedback mechanisms
- Support data persistence services
- Support data preprocessing transformation and enrichment
- Support go live of generative AI use cases
- Support release and configuration management
- Support scalability reliability and cost optimization
- Troubleshoot AI services and search services
- Troubleshoot data ingestion pipelines
- Troubleshoot databases
- Verify content indexing and querying
- Verify correct use of Azure AI services
Perks/Benefits
- N/A
Skills/Tech-stack
AI Search | AKS | Application Insights | Azure AI | Azure AI Search | Azure Cosmos | Azure Cosmos DB | Azure Key Vault | Azure Kubernetes | Azure Kubernetes Service | Azure Monitor | Azure SQL | Azure SQL Database | Azure Storage | Azure Storage Blob | Containerization | Cosmos DB | IAM | Key Vault | Kubernetes Service | Log Analytics | Logging | Managed Identity | Microservices | Microsoft Azure | Monitoring | Observability | Python | SQL Database | Similarity Search | Storage Blob | Troubleshooting | Vector Search
Education
N/A
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