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 regression avoidance methods for production systems
- Create scalable training recipes for large data
- Develop distributed fine tuning methods
- Develop methods for road understanding
- Develop model evaluation recipes and metrics
- Develop models for occupancy and semantic segmentation
- Develop pre training and post training methods
- Develop spatial temporal representation learners for object detection and tracking
- Run large model training on compute infrastructure
Perks/Benefits
- 401k match
- Baby bonding leave
- Dental insurance
- Disability insurance
- Health insurance
- Holidays paid
- Life insurance
- Maternity leave
- Paid time off
- Sick time
- Vision insurance
Skills/Tech-stack
3D Geometry | C++ | Computer Vision | Distributed Training | Fine Tuning | JAX | Machine Learning | Object Detection | Object Tracking | Occupancy Estimation | PyTorch | Python | Road Understanding | Semantic Segmentation | Sensor fusion | TensorFlow
Education
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