✨ About The Role
- Design and develop novel algorithms and ML models for 3D machine perception in real-world environments
- Utilize large-scale ML infrastructure to accelerate development and deployment of ML models
- Stay updated with the latest research in computer vision and machine learning to enhance systems
- Develop metrics and tools to analyze errors and enhance system performance
- Collaborate with engineers from Mapping, Perception, Data Science, and more to build core machine perception algorithms
âš¡ Requirements
- Experienced individual with 5-8 years in the industry, particularly in machine learning, computer vision, and machine perception
- Proficient in Python and/or C++ with a strong background in 3D computer vision and projective geometry
- Skilled in training/deploying Deep Learning models using frameworks like PyTorch, TensorFlow, or JAX
- Ability to coordinate cross-functional initiatives and collaborate with various engineering teams
- Strong academic background with a BS, MS, or PhD in Computer Science, Math, or related fields