ML OPS - Lead
- Iris Software
- 8 - 10 years
- Noida, Gurugram
- 2 months ago
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Job Description
- 8-10 years of overall experience, including 3+ years in MLOps or DevOps for ML systems.
- Hands-on expertise with AWS SageMaker model training, endpoint deployment, pipelines, and model registry.
- Strong experience with AWS services: S3, Lambda, ECR, ECS/EKS, CloudWatch, IAM, Cloud Formation, and AWS CDK.
- Proven experience in AWS CDK (Cloud Development Kit) using Typescript for infrastructure automation and environment provisioning.
- Expertise in building and managing CI/CD pipelines for ML workflows (AWS CodePipeline, Jenkins, or GitHub Actions).
- Proficiency in containerization technologies Docker and Kubernetes.
- Strong scripting and automation skills using Python, Typescript, and Bash.
- Experience with monitoring, logging, and drift detection for production ML models.
- Deep understanding of ML lifecycle management model packaging, versioning, testing, and deployment.
- Familiarity with data pipelines and collaboration with Data Engineering teams for feature ingestion.
- Working knowledge of security, compliance, and governance practices in the banking/financial domain.
- Excellent communication, leadership, and stakeholder management skills across onsiteoffshore teams
- Data Science and Machine Learning - Data Science and Machine Learning - AI/ML
- Cloud - AWS - AWS S3, S3 glacier, AWS EBS
- Cloud - AWS - AWS Lambda,AWS EventBridge, AWS Fargate
- Cloud - AWS - AWS SDKs, AWS CLI, AWS CloudFormation, AWS Cloudshell, AWS Cloud Development Kit
- Beh - Communication
- Development Tools and Management - Development Tools and Management - CI/CD
- DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - Basic Bash/Shell script writing
- DevOps/Configuration Mgmt - DevOps/Configuration Mgmt - Containerization (Docker, Kubernetes)
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Technical LeadEmployement Type: Full timeContact Details:
Company: Iris SoftwareLocation(s): Noida, Gurugram
Keyskills: java s3 kubernetes python github ai aws sagemaker machine learning data engineering docker lambda data science iam stakeholder management shell compliance devops xml jenkins bash typescript aws cloudformation
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