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
- Design and implement cloud side autonomy pipelines
- Design evaluation and validation infrastructure
- Drive experimentation
- Generate high fidelity priors
- Integrate perception systems into fleet autonomy systems
- Lead architectural decisions
- Predict deliverability
- Train and deploy 3D geometry models
- Train and deploy learned preference models
- Train and deploy semantic segmentation models
Perks/Benefits
Skills/Tech-stack
3D Reconstruction | Camera Calibration | Computer Vision | Convolutional Neural Networks | Data Pipelines | Deep learning | Distributed Training | Epipolar geometry | Machine Learning | Model Deployment | Model Evaluation | Neural Networks | Python | Remote Sensing | Robotics | Satellite imagery | Semantic Segmentation | Structure from Motion | Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Regions
Countries
States
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