Senior Routing ML Engineer
Podgorica, Montenegro
R
A USD 176K-250K (estimate) Senior-level Full Time
Tasks
- Collaborate with backend engineers for low latency serving
- Define machine learning objectives and evaluation metrics
- Design and build routing models
- Develop traffic estimation models
- Implement map matching solutions
- Improve travel time calculation and rerouting logic
- Lead offline and online model evaluation
- Own production machine learning lifecycle including serving monitoring drift detection retraining pipelines
- Partner with product and operations teams on feature requirements
Perks/Benefits
- N/A
Skills/Tech-stack
CatBoost | Concept drift | GPS Data | Geospatial Data | H3 Spatial Indexing | LightGBM | MLOps | MLflow | Machine Learning | Model Monitoring | NumPy | Pandas | PySpark | PyTorch | Python | SQL | Scikit-learn | Spatial indexing | XGBoost
Education
N/A
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