Arcway, Inc ยท 1 month ago
Founding ML/AI Engineer
Berkeley, CA
Full-time
Hybrid
Mid LevelArcway is an architectural design tool that allows buyers to design and visualize photorealistic homes in their browser. The Founding ML/AI Engineer will design machine learning systems to streamline the conversion of unstructured design files into 3D homes and automate home staging processes.
Computer Software
Hiring Manager
Chris Nixon
Responsibilities
Convert unstructured design files into accurate 3D geometry data
Turn product references into usable 3D assets
Optimize 3D assets using ML/GenAI
Build end-to-end ML pipelines that ingest, parse, extract, validate, and output structured JSON
Create feedback loops where human corrections feed into a retraining cycle
Qualification
Required
Python
PyTorch (or TensorFlow/JAX) for training and running models
Transformer models for multimodal document understanding, for example LayoutLMv3
Vision models for recognizing floor plans, symbols, and annotations, for example Detectron2
Diffusion or generative models for simple shape completion or reconstruction
CAD parsing experience using libraries such as ifcopenshell
Knowledge of geometric primitives, 2D to 3D inference, and computational geometry using tools such as Open3D
Experience extracting symbols and room features from PDFs or images with OpenCV
OCR and layout extraction using tools such as Tesseract
Embedding and similarity search systems such as FAISS for asset lookup
People that want to work closely with co-founders at a fast-paced startup
Strong communication skills, we expect you to be able to deeply describe a technical problem you worked on in layman's terms
Deeply care about data quality and consistency
Comfortable working with highly variable builder documents that contain contradictions or missing information
Preferred
Interest in 3D generative AI, for example Meshy or TripoSR
Experience generating synthetic data for indoor layouts
Personal interest in architecture, BIM, or CAD systems
Benefits
Awesome benefits: https://golden-magnolia-e09.notion.site/Arcway-Employee-Benefits-27ab7624659980daa022febd0c4cb495?pvs=74.
Company
Arcway, Inc
Arcway lets buyers design and price a home in sixty seconds.
Founded in 2025
2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase