About This Role
Are you a skilled AI/ML Engineer looking to take your career to the next level?
This is an exciting opportunity to lead the development of a system that can analyze floorplan images and convert them into 3D geometry. As part of our roadmap, we're developing AI tools that convert floorplans into 3D layouts to accelerate design, quoting, and production workflows.
Your Key Responsibilities
* Design and train deep learning models to extract spatial and semantic information from 2D floorplans (images or vector files).
* Develop pipelines to convert detected geometry into structured 3D models (e.g., wall objects, door/window placement).
* 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.
About You
We're seeking a highly experienced AI/ML Engineer with a strong background in computer vision and deep learning frameworks. Your expertise will be essential in driving the development of this cutting-edge system.
Requirements
* Strong experience with deep learning frameworks (PyTorch, TensorFlow) and vision models (YOLO, UNet, Detectron, etc.).
* Experience in computer vision or document/image parsing.
* Understanding of geometry-based learning and spatial context.
What We Offer
We offer a competitive compensation package and the opportunity to work on a project that has the potential to revolutionize the interiors industry.
Why Choose Us?
* You'll have the chance to work at the bleeding edge of vision + design automation.
* Our team is passionate about delivering innovative solutions that make a real impact.
* We're committed to providing opportunities for growth and professional development.