ML OPS - Lead

Iris Software

5 - 8 years

7 - 12 Lacs

noida

Posted:3 weeks ago| Platform:

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Skills Required

kubernetes aws sagemaker aws cloudformation docker aws continuous integration aws iam software testing cloud development aiml training machine learning aws lambda artificial intelligence data science aws cloud ci cd pipeline ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Required Skills & Experience

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

Mandatory Competencies

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).

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