Autonomy Engineer - Perception Optimization
Tasks
- Automate deployment pipelines
- Co define software and system requirements
- Develop and optimize distributed training infrastructure
- Develop and optimize perception stack software
- Implement GPU optimization with CUDA
- Integrate perception algorithms with vehicle hardware and software
- Optimize machine learning models for runtime efficiency
- Participate in feature design code review debugging and issue resolution
- Test and validate perception algorithms in simulation and real world
Perks/Benefits
- Dental insurance
- Dependent Care Account
- Disability insurance
- Flexible spending account
- Flexible vacation policy
- Flexible work schedule
- Health insurance
- Health savings account
- Life insurance
- Paid Company Holidays
- Paid parental leave
- Retirement plan
- Vision insurance
- Wellness program
Skills/Tech-stack
3D Computer Vision | C++ | CUDA | Cloud processing | Computer Vision | Custom Operations | Data Processing | Deep learning | Distributed Training | FPGAs | GPU Programming | Inference Optimization | Knowledge Distillation | Linux | Machine Learning | Model Inference | Model Inference Optimization | Model Pruning | Model Quantization | Point Cloud | Point Cloud Processing | Python | ROS | Real Time | Real-time Data | Real-time Data Processing | TPU | Tensor Processing Units | Tensor processing
Education
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