Senior ML Engineer, Risk Modeling
Espoo, Uusimaa, Finland
EUR 72K-90K (estimate) Senior-level Full Time
Tasks
- Build training infrastructure
- Collaborate on features labels and evaluation metrics
- Communicate results to stakeholders
- Create experimentation framework
- Ensure reproducible scoring pipelines
- Ensure reproducible training pipelines
- Implement probability calibration
- Maintain model versioning
- Manage experiment tracking
- Optimize hyperparameters
- Produce model documentation
- Select models
- Train production machine learning models
- Validate calibration metrics
Perks/Benefits
Skills/Tech-stack
AWS | Conformal Prediction | Cross-validation | Databricks ML | Databricks ML Runtime | Deep learning | Distributed Training | Experiment tracking | GPU | HPC | Hyperparameter Optimization | Imbalanced classification | ML runtime | Model Registry | Model versioning | NumPy | Pandas | PostGIS | Probability calibration | Python | Quantile Regression | SQL | Scikit-learn | Slurm | Spatial cross validation | Tabular Deep Learning | Uncertainty Quantification
Education
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