About Us
We are seeking an experienced Computer Vision Engineer to lead the development of a system that can analyze floorplan images and convert them into 3D geometry. This is a unique opportunity to work on a cutting-edge project that combines vision and design automation.
The ideal candidate will have strong experience with deep learning frameworks and computer vision models. They should be able to design and train models to extract spatial and semantic information from 2D floorplans, develop pipelines to convert detected geometry into structured 3D models, and optimize models for speed, accuracy, and usability in real-world production environments.
Key Responsibilities:
* Design and train deep learning models to extract spatial and semantic information from 2D floorplans.
* Develop pipelines to convert detected geometry into structured 3D models.
* Work with vector data (DXF/DWG), PDFs, or raster images to detect key architectural features.
* Collaborate with CAD and backend engineers to translate AI output into parametric geometry.
* Optimize models for speed, accuracy, and usability in real-world production environments.
Requirements:
* Strong experience with deep learning frameworks (PyTorch, TensorFlow) and computer vision models (YOLO, UNet, Detectron, etc.).
* Experience in computer vision or document/image parsing.
* Understanding of geometry-based learning and spatial context.
* Ability to translate model output into geometric representations.
Bonus Experience:
* Experience with CAD/BIM environments, Rhino/Grasshopper, or geometry processing libraries.
* Knowledge of architectural drawing standards and conventions.
* Experience in manufacturing or design automation industries.
About the Role:
This is a unique opportunity to work on a cutting-edge project that combines vision and design automation. You will have the chance to work closely with our design automation and backend teams to bring intelligent layout recognition to life.
What We Offer:
* A competitive compensation package.
* An opportunity to pioneer AI applications in manufacturing.
* A dynamic and collaborative work environment.