Engineer-Devops (AWS)
3 days ago
BOLD is seeking for Devops Professiona; who will own production ML environments and MLOps infrastructure within infrastructure and data science teams. Handle day-to-day support, ad-hoc requests, and cross-team projects. Architect scalable MLOps pipelines using AWS services like SageMaker, EMR, and OpenSearch.
ABOUT THIS TEAM
Infrastructure team provides various services including automation, observability, cloud/server/network architectures, CICD, infrastructure as code, database administration, incident management, vendor management, security and compliance, and acquiring new skills. These services help to improve efficiency, reduce errors, and ensure fast and reliable application releases while maintaining security and compliance. Techops help teams monitor applications and infrastructure, create resilient infrastructure, identify and resolve IT service issues, manage vendors, and ensure cloud security and compliance. The team also focuses on continuous learning and implementing new technologies to provide better value to the organization.
WHAT YOU'LL DO
- Productionize uServices, design and maintain Devops pipelines, collaborating with data scientists on model serving and workflow optimization.
- Implement monitoring, alerting, and observability to reduce MTTR and ensure production reliability.
- Automate CI/CD for ML models and infrastructure with governance and security compliance.
- Handle security patching, cost optimization, and 24x7 on-call rotations for critical services.
- Coordinate cross-functionally with development, QA, ops, and data teams to innovate build/deployment processes.
WHAT YOU'LL NEED
- 5+ years (Sr Engineer)/7+ years (Module Lead) in AWS and Devops with hands-on
- Expertise in CI/CD pipelines using Jenkins, Spinnaker, Groovy, CodePipeline, CodeBuild; Gradle, Artifactory, Docker/npm registries.
- Deep containerization/orchestration with Kubernetes (EKS), ECS, Docker; Infrastructure-as-Code via Terraform.
- Python/Bash scripting for CI/CD, provisioning, monitoring of FastAPI/Spring Boot web services; and Linux servers (Solr/OpenSearch).
- AWS services (S3, DynamoDB, Lambda, Step Functions) with cost control, reporting; databases (MySQL, MongoDB).
- Monitoring with CloudWatch, Prometheus, Grafana, ELK, Datadog, Splunk for health/performance analytics.
- Strong Linux and networking fundamentals;
EXPERIENCE-
- Engineer, DevOps years
- DevOps Lead, DevOps – 7+ years
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