[CMI] Machine Learning Engineer
Kraków, Lesser Poland Voivodeship, Poland
PLN 267K-384K (estimate) Senior-level Full Time
Tasks
- Build inference pipelines
- Build model deployment pipelines
- Deploy models to production
- Design model training pipelines
- Detect data drift
- Detect model drift
- Detect performance degradation
- Document models and decisions
- Implement automated retraining
- Implement model monitoring
- Implement model versioning
- Integrate ML into customer facing products
- Productionize and scale models
- Provide auditability
- Provide explainability
- Support privacy compliance
- Support regulatory compliance
- Support security compliance
Perks/Benefits
- External training
- Flexible employment
- Internal training
- International business trips
- International projects
- Language classes
- Multisport card
- Private healthcare insurance
- Remote work
- Well-being initiatives
Skills/Tech-stack
Amazon SageMaker | Audit Logging | Automated retraining | CI/CD | Cloud infrastructure | Containerization | Data Drift | Data Drift Detection | Data Engineering | Drift Detection | Explainable AI | Kubeflow | Kubernetes | ML Drift Detection | MLOps | MLflow | Machine Learning | Model Monitoring | Model versioning | Python
Education
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