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ZoftSolutions Pvt Ltd
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DevOps/MLOps Engineer

DevOps/MLOps Engineer

ZoftSolutions Pvt Ltd

4 - 8 years

0 Lacs

cochin

Posted:1 week ago| Platform: GlassDoor logo

Apply

Skills Required

devops design aws vpc iam ai ml data versioning training testing deployment monitoring model drift automate airflow engineering sagemaker api redshift dynamodb jenkins github gitlab terraform python docker kubernetes logging datadog gitops code

Work Mode

Remote

Job Type

Full Time

Job Description

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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