Senior CloudOps

2 weeks ago

New Delhi, India Rapid7 Full time

⚙️ Senior CloudOps, MLops Infrastructure Engineer Job Description ⚙️Join Rapid7: Secure the Future with AIOverview We are seeking an experienced and highly specialisedSenior MLops Infrastructure Engineerto manage, automate, and secure our production cloud infrastructure and Machine Learning (ML)/Large Language Model (LLM) operational pipelines. This role is strictly focused on theoperations and infrastructurethat support our data science and engineering teams—it isnota data science or core LLM development position.Key Responsibilities and Required Expertise The successful candidate will be an expert in all the following areas, driving high availability, scalability, and security.I. Cloud Infrastructure & Automation Infrastructure as Code (IaC):Deep expertise in managing and provisioning infrastructure usingTerraform . Containerization & Orchestration:Advanced deployment, scaling, and management of services usingDocker/Kubernetes . Networking & Services:Architecting and maintaining high-performanceAPI Layers & Microservices . AWS CloudOps:Expert proficiency in AWS operational services, includingEventBridgeandStep Functions , for building robust automation flows. Data Storage:Managing and optimizing critical AWS data services, includingS3, DynamoDB, Redshift, and Kinesis .II. MLOps Tooling & Monitoring ML/LLM Tooling Support:Provide and maintain the operational infrastructure for ML/LLM systems, includingModel Registry/Versioningtools likeMLflow/SageMaker . Pipeline Automation (CI/CD):Designing and implementing robust CI/CD pipelines for ML/LLM deployments using tools likeGitHub Actions/Jenkins . Model Operations:Building the infrastructure to supportDrift Detection & Retrainingcapabilities. Monitoring & Alerting:Implementing comprehensive observability stacks usingPrometheus/Grafana/CloudWatch . Incident Management:Leading resolution efforts for production issues, including expertise withPagerDuty and On-callresponsibilities.III. Security & Compliance (FinOps) Cloud Security:Establishing and enforcing strong security policies and best practices across the cloud environment ( IAM, VPC, Secrets ). AWS Security Services:Expert knowledge and application of specific AWS security tools likeIAM, KMS, and Secrets Manager . Cost Optimization:Leading initiatives forCost Optimization (FinOps) , balancing performance and efficiency across all cloud resources.

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