Senior cloudops

4 weeks ago


Pune, India Rapid7 Full time

⚙️ Senior Cloud Ops, MLops Infrastructure Engineer Job Description ⚙️Join Rapid7: Secure the Future with AIOverviewWe are seeking an experienced and highly specialised Senior MLops Infrastructure Engineer to manage, automate, and secure our production cloud infrastructure and Machine Learning (ML)/Large Language Model (LLM) operational pipelines. This role is strictly focused on the operations and infrastructure that support our data science and engineering teams—it is not a data science or core LLM development position.Key Responsibilities and Required ExpertiseThe successful candidate will be an expert in all the following areas, driving high availability, scalability, and security.I. Cloud Infrastructure & Automation- Infrastructure as Code (Ia C): Deep expertise in managing and provisioning infrastructure using Terraform.- Containerization & Orchestration: Advanced deployment, scaling, and management of services using Docker/Kubernetes.- Networking & Services: Architecting and maintaining high-performance API Layers & Microservices.- AWS Cloud Ops: Expert proficiency in AWS operational services, including Event Bridge and Step Functions, for building robust automation flows.- Data Storage: Managing and optimizing critical AWS data services, including S3, Dynamo DB, Redshift, and Kinesis.II. MLOps Tooling & Monitoring- ML/LLM Tooling Support: Provide and maintain the operational infrastructure for ML/LLM systems, including Model Registry/Versioning tools like MLflow/Sage Maker.- Pipeline Automation (CI/CD): Designing and implementing robust CI/CD pipelines for ML/LLM deployments using tools like Git Hub Actions/Jenkins.- Model Operations: Building the infrastructure to support Drift Detection & Retraining capabilities.- Monitoring & Alerting: Implementing comprehensive observability stacks using Prometheus/Grafana/Cloud Watch.- Incident Management: Leading resolution efforts for production issues, including expertise with Pager Duty and On-call responsibilities.III. Security & Compliance (Fin Ops)- 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 like IAM, KMS, and Secrets Manager.- Cost Optimization: Leading initiatives for Cost Optimization (Fin Ops), balancing performance and efficiency across all cloud resources.



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