Job Description
This role involves researching and developing AI-based solutions for 3D geometric processing, focusing on point clouds and meshes, to create tools for 3D feature extraction and building models, with responsibilities spanning prototyping, evaluation, and productization.
Key Responsibilities
- Design and prototype pipelines for 3D building extraction from photogrammetric meshes, point clouds, and gaussian splats
- Create datasets for statistical evaluation of prototypes and production code
- Develop and implement quantitative metrics for evaluating pipeline performance
- Run leaderboards to compare pipeline modifications and parameter settings
- Collaborate with stakeholders and developers on productization and integration
- Develop geoprocessing tools, Python APIs, and documentation for users and developers
- Convert prototypes into production-grade implementations in C
- Design and implement automated tests for software validation
- Present research and development work at conferences and third-party venues
Requirements
- At least 5 years of experience in Python and Geoprocessing via ArcPy
- Experience with 3D in ArcGIS and third-party libraries, including common data formats, visualization, and analysis tools
- Knowledge of CGAL mesh solvers, fTetWild, Poisson mesh reconstruction, marching tetrahedra and cubes, and related 3D processing techniques
- Familiarity with ArcGIS stack working with multi-band rasters, point clouds, and multipatches
- Experience with deep learning packages
- Experience with optimization and Deep Learning
- Proficiency in Windows and Ubuntu operating systems
- Excellent written and verbal communication skills
- Bachelor’s degree in computer or data science, mathematics, robotics, remote sensing, or computer vision
Benefits & Perks
Work with cutting-edge AI and 3D deep learning technologies
Opportunities to publish research results and present at conferences
Collaborative environment working with stakeholders and developers
Involvement in productization and automated testing of software
Ready to Apply?
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