Senior Routing ML Engineer
RemotePoland, Kazakhstan, Georgia +2 more only· UTC+1…UTC+1· Prefers European Union
- Role
- AI / ML
- Experience
- Senior
Salary not disclosed
Check eligibility
Open to PL, KZ, GE, AM, RS only · UTC+1…UTC+1 · Prefers European Union. Set where you work from to check your eligibility.
The listing prefers candidates in EU.
No BS summary
Senior Routing ML Engineer with 5+ years of ML engineering experience, must be proficient in Python, PySpark, Pandas, NumPy, Scikit-learn, PyTorch, gradient-boosting libraries and SQL. Role focuses on large-scale geospatial data pipelines, routing and travel-time prediction, low-latency model serving and MLOps.
Core skills
PySparkPyTorchH3 spatial indexing
Required skills
PythonPandasNumPyScikit-learnCatBoost/XGBoost/LightGBMSQLMLOps
Optional skills
map matchingopen-source routing enginescloud data platformstravel time predictiontraffic estimation
Optional languages
English Upper-Intermediate" (Language Proficiency: Upper-Intermediate)
What you'll do
- Design and build machine learning models to improve routing and travel time prediction.
- Develop traffic estimation models using large-scale GPS data.
- Implement map-matching solutions for noisy GPS data.
- Translate routing objectives into machine learning objectives and evaluation metrics.
- Own the production ML lifecycle, including serving, monitoring, drift detection, and retraining pipelines.
What they require
- 5+ years of machine learning engineering experience building and deploying deep learning models in production.
- Experience building regression, forecasting, or other supervised machine learning systems for production prediction tasks.
- Expert-level proficiency in Python and core data science libraries (PySpark, Pandas, NumPy, Scikit-learn, PyTorch; gradient-boosting libraries such as CatBoost/XGBoost/LightGBM).
- SQL.
- Experience with large-scale geospatial and behavioral datasets, MLOps, deploying models to low-latency serving infrastructure, and model monitoring/drift detection.
a global mobility and urban services platform providing transportation and other on-demand services through a digital marketplace.
Mobility
Details
Posting languageEnglish
Apply routeRvc
Salary not disclosed