AI / Machine Learning Researcher
Core
Conduct applied AI/ML research to solve real-world home design problems using 2D/3D data and visual understanding.
Role type
Senior IC machine learning researcher (applied)
Builds
AI-driven features, computer vision systems, and AI agents for the Planner 5D platform
Domain
Home design, 2D/3D data, visual understanding
Deliverable
production ML models | product features
Required skills
applied machine learning research, deep learning, computer vision, multimodal AI, data exploration, hypothesis formulation, experimental design, Python, TensorFlow/PyTorch, algorithm-level model support
Preferred skills
3D data processing (point clouds, meshes), AI agents, LLM-based systems, neural network fine-tuning, geometry, graph theory
Technologies
Python, NumPy, SciPy, Pandas, TensorFlow, PyTorch
Responsibilities
Work with raw and unstructured data (images, 3D point clouds, text, video) to identify signals; generate and test hypotheses through modeling and data analysis; design and implement prototypes and MVP solutions; train, evaluate, and iterate on ML and deep learning models; collaborate with engineers to translate research into production-ready solutions; provide algorithm-level support for deployed models
