MLOps Engineer – Data Analytics Platform
$9,600–$19,000 year
On-siteKatowice, Silesia, Poland
Katowice, Silesia, PolandOn-siteFull Time$9,600–$19,000 yearEnterprise
Full TimeEnterprise
Job Summary
MLOps Engineer at ING Hubs Poland focusing on developing and managing workflow orchestration with Airflow, advancing ML lifecycle management with MLflow, and migrating ML pipelines to Google Cloud Platform (GCP). The role involves refactoring ML pipelines for cloud-native execution, building production-ready ML solutions, integrating pipelines with CI/CD for automated deployments, ensuring scalability and reliability of ML workloads, and collaborating with a multinational team of data scientists and engineers in a cloud-first environment.
Required Qualifications
- have good understanding of machine learning model deployment and consumption patterns
- hands-on experience with workflow orchestration tools, especially Apache Airflow (must-have)
- experience with ML lifecycle management tools such as MLflow (strongly preferred)
- hands-on experience working with Google Cloud Platform (GCP) in the context of data or ML pipelines (e.g. BigQuery, Vertex AI, Cloud Storage or similar)
- experience in building containerized components (Docker)
- experience in CI/CD and DevOps practices
- hands-on experience with data pipelines and ETL processes
- hands-on experience with monitoring logging and troubleshooting ML pipelines
- can clearly express ideas and collaborate effectively with data scientists and engineers
- speak English at B2 level or above
Hiring someone like this?
Get your role in front of qualified candidates on Sorce.