Staff Machine Learning Engineer – (ADAS/Autonomous Driving)
Tasks
- Automate data recording evaluation and regression testing
- Build containerized deployment workflows
- Collaborate with ML researchers and hardware teams
- Create CI CD pipelines for deployments
- Deploy perception models on automotive hardware
- Implement multithreaded scheduling
- Implement runtime logging and error reporting
- Integrate perception models into production systems
- Monitor runtime performance metrics
- Optimize inference pipelines for real time performance
- Productize machine learning models
- Support SDK development and customer deliverables
Perks/Benefits
- 401k
- Dental insurance
- Disability insurance
- Life insurance
- Medical insurance
- Vacation
- Vision insurance
Skills/Tech-stack
C++ | CI/CD | CUDA | Containerization | Docker | GPU Acceleration | Mixed Precision | Multithreading | OpenCV | PyTorch | Python | ROS1 | ROS2 | TensorRT
Education
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