Autonomy Perception Engineer - CV / 3D Reconstruction
South San Francisco, California, USA
USD 180K-265K Mid-level Full Time
Tasks
- Build semantic and geometric world models
- Create evaluation and validation infrastructure
- Design and implement cloud side autonomy pipelines
- Develop deliverability prediction tools
- Integrate models into fleet facing autonomy systems
- Lead architectural decisions and drive experimentation
- Train and deploy deep learning models for semantic segmentation
- Train and deploy learned preference models
- Train and deploy models for 3D geometry
Perks/Benefits
Skills/Tech-stack
3D Geometry | Camera Calibration | Computer Vision | Convolutional Neural Networks | Deep learning | Distributed Training | Epipolar geometry | Mapping | Neural Networks | PyTorch | Python | Satellite imagery | Semantic Segmentation | Structure from Motion | TensorFlow | Transformers
Education
N/A
Regions
Countries
States
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