Sr. Data Scientist – LOD3x Building Extraction, AI & Optimization
Company:Esri
Location:Netherlands
Languages:English
Seniority level:Middle, 5+ years
Experience:5+ years
Skills:
Python3D Modeling - RhinoArtificial IntelligenceMachine LearningNumpyC++Pandas
Requirements:
5+ years of experience in Python and Geoprocessing via ArcPy Experience with 3D in ArcGIS and 3rd party libraries Knowledge of CGAL mesh solvers, fTetWild, Poisson mesh reconstruction, marching tetrahedra and cubes Familiarity with ArcGIS stack Experience with optimization and Deep Learning Windows and Ubuntu experience Bachelor's degree in computer or data science, mathematics, robotics, remote sensing, computer vision
Responsibilities:
Design and prototype pipelines for LOD3x building extraction Create datasets for evaluation Design and implement quantitative metrics for evaluation Work with stakeholders on productization Convert prototypes into production-grade implementations Design and implement automated tests Present work at conferences Solve and articulate complex problems
