About Formify
We are seeking a highly skilled AI/ML Engineer to lead the development of a system that can analyze floorplan images and convert them into 3D geometry.
The ideal candidate will 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, and collaborate with CAD and backend engineers to translate AI output into parametric geometry.
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.
* Collaborate with CAD and backend engineers to translate AI output into parametric geometry.
* Orient yourself with architectural drawing standards and conventions.
* Optimize models for speed, accuracy, and usability in real-world production environments.
Required Skills:
* 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.
* Ability to translate model output into geometric representations.
Senior Level Requirements:
* Advanced expertise in geometry-based learning, OCR with spatial context, and complex vision systems.
* Proven ability to lead ML projects from conception to production.
* Experience with CAD/BIM environments, Rhino/Grasshopper, or geometry processing libraries.
* Track record of deploying ML models in real-world manufacturing or design environments.
* Project leadership and team mentoring experience.
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.
Why You'll Love This Role:
* You will work at the bleeding edge of vision + design automation.
* Your work will drastically reduce the time from inspiration to production in the interiors industry.
* You will join a cross-functional team where AI connects directly to real-world manufacturing.
* Competitive compensation with opportunity to pioneer AI applications in manufacturing.