STAGE - Développement & Traitement de données LiDAR / Nuages de points 3D (H/F)
Core
Developing and processing LiDAR data and 3D point clouds to detect, classify, and structure objects for industrial workflows.
Role type
Junior IC data engineer (LiDAR/3D point clouds)
Builds
Automated 3D modeling workflows and data processing pipelines
Domain
Construction technology / Geospatial data / 3D modeling
Deliverable
production ML models | infrastructure
Required skills
LiDAR data processing, 3D point cloud analysis, object detection algorithms, deep learning experimentation, data cleaning and filtering, script development, format conversion
Preferred skills
BIM data expertise, industrialization of workflows
Technologies
LiDAR scanners, point cloud formats, deep learning frameworks
Responsibilities
Improve existing object detection and recognition algorithms, analyze point cloud structure and quality, clean and filter point clouds, prepare and segment LiDAR data, convert files to open formats, develop scripts for object detection and classification, experiment with deep learning approaches, automate 3D modeling from point clouds, industrialize internal workflows
Seniority
Intern (Stage)