Location
Warsaw
Posted
June 03, 2026
Commute
Local Area
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Job Description
Job Description
We are looking for an experienced Senior DevOps / MLOps Engineer to join a high-impact project focused on the production deployment of an Anti-Churn Machine Learning system.
The goal of the project is to transition an analytical churn-prevention model from Proof of Concept (PoC) into a fully scalable, production-grade solution.
Key project pillars include:
- Prediction optimization β improving model performance using transactional and behavioral data (Oracle DWH)
- MLOps ecosystem development β full lifecycle automation (CI/CD) using Kubernetes, Apache Airflow, and MLflow
- Explainable AI (XAI) β implementation of SHAP to better understand customer behavior and decision factors
Key Responsibilities - Design and implement stable runtime environments based on Kubernetes (RKE2 / Rancher)
- Build and maintain end-to-end CI/CD pipelines using GitLab CI/CD and Nexus <...