about 3 hours ago
Responsibilities
- Design, train, and evaluate computer vision and 3D ML models for CAD-grade geometry extraction.
- Drive ML research that translates into product capabilities through prototyping and experimentation.
- Own models through the full product lifecycle, including problem framing and data strategy.
- Develop evaluation methodologies and metrics for surveying and engineering accuracy.
- Collaborate with ML infrastructure engineers and product teams to align model behavior with user needs.
Requirements
- Master's or PhD in Machine Learning, Computer Vision, Computer Science, or related field, or equivalent experience.
- Strong foundation in computer vision and deep learning with hands-on model training experience.
- Experience transitioning ML models from research to production.
- Working knowledge of geometric concepts relevant to 3D perception.
- Strong communication skills for collaboration with researchers and product stakeholders.
- Proficient in Python and a production-quality ML library like PyTorch, JAX, or TensorFlow.