[CMI] Machine Learning Engineer
Kraków, Lesser Poland Voivodeship, Poland
PLN 228K-346K (estimate) Senior-level Full Time
Tasks
- Build model deployment pipelines
- Deploy models to production
- Design model training pipelines
- Detect data drift
- Detect model drift
- Document models and operational decisions
- Ensure performance and latency targets
- Ensure privacy & compliance
- Ensure regulatory compliance
- Ensure security compliance
- Establish AI operational standards
- Implement model inference pipelines
- Implement model monitoring
- Implement model versioning
- Integrate ML into customer facing products
- Productionize ML models
- Respond to performance degradation
- Set up automated retraining
- Support auditability
- Support model explainability
- Translate experiments into production assets
Perks/Benefits
- Flexible employment
- Internal and external training
- International business trips
- International projects
- Language classes
- Multisport card
- Private healthcare and insurance
- Remote work
- Well-being initiatives
Skills/Tech-stack
Amazon SageMaker | Auditability | Automated retraining | CI/CD | Cloud infrastructure | Containerization | Data Drift | Data Drift Detection | Drift Detection | Explainable AI | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Model Drift | Model Drift Detection | Model Monitoring | Model versioning | Privacy Compliance | Python | Security Compliance
Education
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