Machine Learning Engineer, Geometry Team
Kirkland, Washington, United States
USD 175K-215K Senior-level Full Time
Tasks
- Build multi-modal sensor fusion architectures
- Combine machine learning and geometric algorithms for 3D spatial reasoning
- Create scalable training recipes for large data and large models
- Develop distributed fine tuning methods
- Develop model evaluation recipes and metrics
- Develop models for occupancy and semantic segmentation
- Develop models for road understanding
- Develop pre training and post training methods
- Develop spatial temporal representation learners for object detection and tracking
- Implement regression avoidance against production system
Perks/Benefits
- N/A
Skills/Tech-stack
3D Spatial Reasoning | C++ | Computer Vision | Distributed Training | JAX | Machine Learning | Object Detection | Object Tracking | Occupancy Estimation | Occupancy Segmentation | Post-training | Pretraining | PyTorch | Python | Semantic Segmentation | Sensor fusion | Spatial Reasoning | TensorFlow
Education
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