ML Ops Engineer - Remote

Overview

As an ML Ops Engineer at Capco Poland, you will be responsible for developing, deploying, and maintaining the infrastructure for Machine Learning to support Data Science and Machine Learning Teams, focusing on automating modeling processes and managing the full ML lifecycle.

In Short

• Design and develop pipelines for training and deploying ML models
• Automate and monitor ML processes
• Collaborate with Data Science and Data Engineering teams
• Build and maintain systems for monitoring ML models
• Optimize cloud infrastructure (GCP) for ML deployments
• Troubleshoot issues related to ML models
• Ensure CI/CD best practices for ML models
• Create data transfer pipelines and microservices

Requirements

• Experienced in Python and Unix/Linux environment
• Experience with time-series/analytics databases
• Experience in Azure Cloud
• Experience in RESTful APIs using Python FastAPI
• Experience with Generative AI APIs
• Experience in building data models and pipelines
• Experience in building microservices
• Experience with version control and automated deployment tools
• Basic shell-scripting knowledge
• University degree in computer science or related field

Benefits

• Employment contract or Business to Business options
• Possibility to work remotely
• Multiple employee benefits packages
• Access to business courses platform
• Access to required IT equipment
• Paid Referral Program
• Participation in charity events
• Ongoing learning opportunities
• A flat, non-hierarchical structure
• A work culture focused on innovation