AI Vision Engineer
We are seeking an AI/ML Vision Engineer to lead the development of a system that can analyze floorplan images and convert them into 3D geometry.
This role involves designing and training deep learning models to extract spatial and semantic information from 2D floorplans. You will also develop pipelines to convert detected geometry into structured 3D models and work with vector data, PDFs, or raster images to detect key architectural features.
* Design and train deep learning models for vision tasks such as image classification, object detection, and segmentation.
* Develop efficient algorithms for converting 2D floorplans into 3D geometry.
* 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.
About the Role
This is an exciting opportunity to work at the intersection of computer vision and architecture. You will be responsible for developing and deploying AI-powered systems that can automatically generate 3D models from 2D floorplans.
* Strong experience with deep learning frameworks such as PyTorch or TensorFlow.
* Familiarity with computer vision concepts and techniques.
* Understanding of geometric transformations and spatial relationships.
* Able to communicate complex technical ideas effectively.
What You'll Love About This Role
* You will have the opportunity to work on cutting-edge AI projects that have a direct impact on the architecture industry.
* Your work will enable architects and designers to create more accurate and detailed 3D models, reducing errors and improving collaboration.
* You will be part of a dynamic team that values innovation and creativity.
* You will have access to state-of-the-art tools and technologies, including GPU-accelerated computing and cloud-based infrastructure.