[CMI] Machine Learning Engineer
Kraków, Lesser Poland Voivodeship, Poland
PLN 226K-336K (estimate) Senior-level Full Time
Tasks
- Build deployment pipelines
- Build inference pipelines
- Deploy models to production
- Design training pipelines
- Detect data drift
- Detect model drift
- Detect performance degradation
- Document models and decisions
- Ensure privacy & compliance
- Ensure regulatory compliance
- Ensure security compliance
- Implement model monitoring
- Implement model versioning
- Integrate ML into customer products
- Productionize models
- Set operational standards for AI systems
- Set up automated retraining
- Support auditability
- Support model explainability
- Translate experiments to production assets
Perks/Benefits
- External training
- Flexible work hours
- Insurance
- Internal training
- International business trips
- International projects
- Language classes
- Multisport card
- Private healthcare
- Remote work
- Well-being initiatives
Skills/Tech-stack
Amazon SageMaker | Audit Logging | Automated retraining | CI/CD | Cloud infrastructure | Containerization | Data Drift | Data Drift Detection | Drift Detection | Explainable AI | Kubeflow | Kubernetes | Learning platforms | MLOps | MLflow | Machine Learning | Machine Learning Platforms | Model Deployment | Model Drift | Model Drift Detection | Model Inference | Model Monitoring | Model Training | Model versioning | Performance Monitoring | Python
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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