DevOps/MLOps Engineer

2 days ago

Cochin, Kerala, India ZoftSolutions Pvt Ltd Full time ₹ 6,00,000 - ₹ 18,00,000 per year

Key Responsibilities

  • Design and manage AWS infrastructure (VPC, EC2, ECS/EKS, S3, IAM, Lambda, Step Functions, CloudFormation/Terraform).
  • Build and maintain CI/CD pipelines for AI/ML models, data pipelines, and applications.
  • Implement MLOps practices (versioning, automated training, testing, deployment, and monitoring of ML models).
  • Work with AWS SageMaker for model training, deployment, monitoring, and drift detection.
  • Automate data and ML workflows using tools like Airflow, Step Functions, or Kubeflow.
  • Enable observability and monitoring with CloudWatch, Prometheus, Grafana, or similar tools.

Required Skills & Qualifications

  • 4–8 years of experience in DevOps, Cloud Engineering, or MLOps (depending on seniority).
  • Strong expertise in AWS services (SageMaker, S3, EKS/ECS, Lambda, API Gateway, Redshift, DynamoDB, Step Functions).
  • Hands-on experience with CI/CD tools (Jenkins, GitHub Actions, GitLab CI/CD, AWS CodePipeline).
  • Proficiency with IaC tools (Terraform, AWS CDK, or CloudFormation).
  • Strong skills in Python, Bash, or Go scripting.
  • Familiarity with Docker, Kubernetes, and container orchestration.
  • Knowledge of ML lifecycle management (data ingestion, model training, deployment, monitoring, retraining).
  • Experience with monitoring and logging frameworks (CloudWatch, ELK, Datadog, Prometheus).
  • Understanding of GitOps practices for managing infrastructure and ML models.

Job Types: Full-time, Permanent

Benefits:

  • Flexible schedule
  • Health insurance
  • Provident Fund
  • Work from home

Application Question(s):

  • Do you have hands-on expertise in AWS SageMaker, ECS/EKS, Lambda, Step Functions?
  • Do you have experience with Infrastructure as Code (Terraform/CloudFormation)?

Experience:

  • DevOps: 4 years (Required)

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