Senior MLOps Engineer - Remote

Overview

As a Senior MLOps Engineer at e-Core, you will be responsible for updating and modernizing machine learning models, migrating them to an advanced AWS-based architecture, ensuring they are production-ready and monitored effectively.

In Short

• Lead the effort to update machine learning models to the latest AWS architecture.
• Collaborate with Data Scientists and Data Engineers to refine models for production environments.
• Implement and optimize CI/CD pipelines for machine learning models.
• Develop and manage automated workflows for training, testing, and deploying models.
• Set up monitoring systems for ML models in production.
• Manage version control for models and ensure smooth rollbacks.
• Implement governance frameworks for model deployment.
• Troubleshoot performance issues and operational bottlenecks in ML workflows.
• Explore opportunities for innovation on the platform.
• Work in a multifunctional team environment.

Requirements

• Advanced or Fluent English.
• Strong understanding of MLOps concepts and best practices.
• Experience in modernizing machine learning models.
• Experience with Amazon SageMaker.
• Experience with XGBoost.
• Proficiency in Python.
• Experience in building and maintaining CI/CD pipelines for ML models.
• Experience with containerization technologies (Docker, K8s).
• Knowledge of infrastructure automation (e.g., Terraform, AWS CloudFormation).
• Experience with orchestration tools (e.g., AWS Step Functions, Amazon SageMaker Pipelines, Apache Airflow).

Benefits

• Flexible benefits model.
• Health, dental, and life insurance.
• National pet health plan.
• Wellness sessions.
• Gympass.
• Food and/or meal allowance.
• Multiple benefits card.
• 15 days of vacation every 6 months (30 days per year).
• Opportunity to work abroad (90 days per year).
• Short-term incentive plan (PLR).
• Pension plan.
• Custom onboarding kit.
• Monthly remote work allowance.
• Flexible working hours.
• Parking assistance in SP and POA offices.
• Financial support for studies and daycare.