As a Senior Data Scientist specializing in map data and point of interest (POI), you will leverage data science techniques and algorithms to extract insights, optimize processes, and enhance the accuracy and relevance of our mapping data and POI information.
Requirements
- Master's or Ph.D. degree in computer science, statistics, geoinformatics, or a related field.
- 5 years of experience in data science, machine learning, or a similar role, with a focus on geospatial analysis, map data, or location-based services.
- Strong proficiency in programming languages such as Python or R, and experience with data science libraries and frameworks such as scikit-learn, TensorFlow, or PyTorch.
- Knowledge of geospatial data formats, GIS tools, and geospatial libraries such as GDAL, GeoPandas, or ArcGIS.
- Experience with machine learning techniques such as classification, regression, clustering, and spatial analysis, applied to geospatial data and mapping applications.
- Excellent problem-solving and analytical skills, with the ability to translate business requirements into technical solutions.
- Effective communication and collaboration skills, with the ability to work independently and as part of a multidisciplinary team.