Senior / Staff Perception Engineer
Tasks
- Apply AI machine learning literature insights
- Collaborate on perception motion forecasting planning
- Collaborate on sensor simulation
- Collaborate on traffic modeling
- Contribute research publications
- Deploy perception algorithms
- Develop 3D detection
- Develop semantic scene understanding
- Develop tracking of traffic agents
- Evaluate perception algorithms
- Improve detection accuracy
- Improve robustness and safety
- Integrate perception into self driving system
- Iterate perception algorithms
- Productize perception algorithms
- Prototype perception algorithms
- Use real world data and simulations
- Work with large datasets
- Write high-quality, tested code
Perks/Benefits
- Dental insurance
- Equity awards
- Flexible hours
- Health insurance
- Unlimited vacation
- Vision insurance
- Work from home
Skills/Tech-stack
3D Object Detection | C++ | CUDA | Computer Vision | Data sets | Deep learning | Machine Learning | Motion Forecasting | Object Detection | Object Tracking | Planning | PyTorch | Python | Rust | Semantic Segmentation | Sensor Simulation | Simulation | Traffic modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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