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Consultant / Sr.Consultant - DevOps MLOps Engineer @ Fresh Gravity

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 Consultant / Sr.Consultant - DevOps MLOps Engineer

Job Description

Automation and CI/CD: Implement and manage Continuous Integration/Continuous Deployment (CI/CD) pipelines to automate the software delivery process.
Collaboration: Work closely with development, QA, and operations teams to ensure smooth and efficient software releases.
Infrastructure Management: Manage and provision infrastructure using Infrastructure as Code (IaC) tools like Terraform or Ansible or Puppet or Chef.
Monitoring and Logging: Set up and maintain monitoring and logging systems to ensure system reliability and performance.
Security: Integrate security practices into the DevOps pipeline (DevSecOps) to ensure secure software deployments.
Platform Management for existing applications.
Performance Optimization: Optimize system performance and scalability by fine-tuning infrastructure and application configurations.
MLOPs
Model Deployment: Deploy machine learning models into production environments, ensuring they are scalable and reliable(experience with Azure AI Studio, Azure ML, and MLflow).
Collaboration with Data Scientists: Work closely with data scientists to understand model requirements and ensure seamless integration into production.
Automation: Automate the end-to-end machine learning pipeline, including data preprocessing, model training, and deployment.
Monitoring and Maintenance: Monitor model performance and accuracy in production and retrain models, as necessary.
Data Management: Handle data pipelines, ensuring data quality and availability for model training and inference.
Security and Compliance: Ensure that deployed models comply with security and regulatory requirements.
Infrastructure Management: Manage cloud-based AI/ML infrastructure, optimizing resource usage and cost(experience with Azure, AWS).
Tool Experience :
AWS - Major services in AWS,S3, ECS, IAM,EKS, SageMaker, CloudFront etc.
Azure Cloud - Hands-on experience with major Azure services, Azure DevOps, Azure AI Studio, Azure Machine Learning, model deployment

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Engineering - Software & QA
Role Category: DevOps
Role: DevOps Engineer
Employement Type: Full time

Contact Details:

Company: Fresh Gravity
Location(s): Pune

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Keyskills:   Automation Usage Linux Data management Infrastructure management Shell scripting Machine learning Data quality Release management Python

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Fresh Gravity

Fresh Gravity is at the cutting-edge of digital transformation. We drive digital success for our clients by enabling them to adopt transformative technologies that make them nimble, adaptive and responsive to the changing needs of their businesses. Our unparalleled expertise in helping clients in di...

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