Esri

Senior Data Scientist – LOD3x Building Extraction, AI & Optimization

Esri

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇳🇱 Netherlands

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Job Level

Senior

Tech Stack

PythonRemote Sensing

About the role

  • Works on designing and prototyping practical pipelines for LOD3x building extraction from photogrammetric meshes, gaussian splats, point clouds
  • Creates datasets of LOD3x buildings, meshes, point clouds and gaussian splats for statistical evaluation of prototype and production code
  • Designs and implements quantitative metrics for statistical evaluation of prototype and production code
  • Works with stakeholders and developers on productization: Geoprocessing tool parameters, Python API, user and developer documentation
  • Works with C++ developers on converting prototypes into production-grade implementations
  • Designs and implements automated tests for production-grade implementations
  • Presents the work at Esri user and developer conferences, third party venues
  • Solves and articulates complex problems with design, development, and user experiences
  • Additional R&D duties as assigned

Requirements

  • 5+ years of experience in Python and Geoprocessing via ArcPy
  • Experience with 3D in ArcGIS and 3rd party libraries: common data formats, visualization and analysis tools
  • Knowledge of CGAL mesh solvers, fTetWild, Poisson mesh reconstruction, marching tetrahedra and cubes, and more
  • Familiarity with ArcGIS stack: working with multi-band rasters, point clouds, multipatches, deep learning package
  • Experience with optimization and Deep Learning
  • Windows and Ubuntu experience
  • Excellent written and verbal communication skills
  • Bachelor's degree in computer or data science, mathematics, robotics, remote sensing, computer vision
Benefits
  • Esri is an equal opportunity employer (EOE) and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other characteristic protected by law.
  • If you need reasonable accommodation for any part of the employment process, please email askcareers@esri.com and let us know the nature of your request and your contact information.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
PythonGeoprocessingArcPy3D modelingCGAL mesh solversfTetWildPoisson mesh reconstructionmarching tetrahedraDeep Learningstatistical evaluation
Soft skills
communicationproblem-solvingcollaborationpresentation