Experience 5 Years Experience Education Bachelor s Master s degree Work Location Chennai India Chennai Remote Hybrid Key Responsibilities Deploy scale and maintain LLM models on OCI OKE clusters with GPU acceleration Automate model deployment pipelines integrated with OCI DevOps and Terraform Ensure high availability and disaster recovery using OCI region AD-based deployment architectures Implement cost and resource optimization across OCI Compute and Storage resources Develop observability dashboards using OCI Monitoring and APM for LLM inference pipelines Collaborate with Data Scientists to operationalize and monitor model performance in OCI environments Maintain governance compliance and OCI security best practices for AI infrastructure Required Technical Skills OCI Infrastructure Orchestration Strong experience managing AI workloads on Oracle Kubernetes Engine OKE Proficiency in OCI Compute OCI Block Volumes and OCI Object Storage for AI data pipelines Experience with OCI Networking Load Balancers and Service Gateway for secure AI deployments Expertise in OCI Resource Manager Terraform on OCI for infrastructure-as-code deployments Model Deployment CI CD Pipelines Build and automate model deployment pipelines using OCI DevOps or MLflow Deploy and manage model inference using OCI Data Science Triton or vLLM on GPU-enabled OKE clusters Integrate OCI Functions for serverless orchestration and model triggering workflows Monitoring Observability Implement observability using OCI Monitoring Logging and Application Performance Monitoring APM Track AI-specific metrics for latency token usage drift detection and GPU performance Cloud Resource Optimization Leverage OCI Cost Analysis and Budget tools for AI resource optimization Implement GPU auto-scaling and OCI Autoscaling policies for high-performance LLM workloads Monitor compute and network usage with OCI Observability and Management services Data Model Governance Use OCI Data Catalog and Object Storage lifecycle management for model lineage and governance Ensure compliance and data protection using OCI Vault for key and secret management Implement IAM policies and compartment-level security for multi-tenant LLM workloads DevOps MLOps Foundation CI CD automation using OCI DevOps or GitHub Actions integrated with OCI pipelines Container security vulnerability scanning and image signing using OCI Registry OCIR Strong proficiency in Python Bash Terraform and YAML scripting Required Skills Experience 10 years experience in DevOps MLOps or Cloud Infrastructure engineering roles Hands-on experience managing Kubernetes clusters and GPU workloads on OCI or other major clouds Strong understanding of OCI core services including OKE Compute Networking and Storage Experience in AI ML pipeline deployment using OCI Data Science and OCI DevOps Proficiency in Terraform for OCI automation and environment provisioning Deep understanding of cloud-native architectures and observability patterns APPLY Close Drivestream s Employee Benefits Remuneration Drivestream offers competitive pay and attracts a diverse community of skilled individuals We recognize the value of investing in our talent Medical Disability and Life Insurance We provide an array of coverage options including full medical full dental and vision plans employee life insurance LTD and STD coverage flexible spending account and employee accidental death and dismemberment Leave Benefits Drivestream s generous paid leave programs feature vacation paid time off PTO holiday leave and bereavement leave Career development Our training and development programs include traditional classroom training online courses including leadership communication and project planning development strategic planning and management programs and professional society membership incentive Work Life Programs Drivestream offers Work-Life Integration options that help individuals manage their personal and professional responsibilities Options Include work from home and telecommuting day care flexible spending accounts internal job transfer and career mobility and health and wellness programs Community Involvement Drivestream believes in supporting community and philanthropic activities that allow our employees to engage in outreach and educational programs Awards Programs Drivestream recognizes and rewards our staff through various annual awards programs Retirement Benefits Drivestream offers complete 401 k plans and annual profit-sharing contribution

📌 Llm Ops Engineer – Oracle Cloud Infrastructure (oci) – Ai Consulting & Strategy (Tamil Nadu)
🏢 Drivestream
📍 Tamil Nadu