Machine Learning Engineer: Perception
Bedrock Robotics Inc4 days ago
Responsibilities
- Design and train state-of-the-art models for object detection and semantic segmentation.
- Build robust perception systems to handle dynamic occlusion and environmental challenges.
- Optimize models for inference on embedded hardware and debug system-level issues.
- Collaborate with teams to create advanced representations for various use cases.
Requirements
- 3+ years of experience in production ML using PyTorch, Tensorflow, or JAX.
- Deep understanding of SE(3) transformations and sensor calibration.
- Practical experience with early fusion architectures for feature-level modality integration.
- Experience with modern transformer-based architectures for object detection.
- Proficiency in Python and familiarity with C++ or Rust for systems programming.
- Strong data intuition and ability to ensure ground truth quality.