Senior Machine Learning Engineer, Vehicle Perception
Tasks
- Apply agile development practices
- Build end to end ML training and deployment components
- Collaborate with perception motion planning simulation infrastructure tooling
- Deploy machine learning models on vehicle platform
- Design and develop perception foundation models
- Develop deep learning perception models
- Execute ML scientific method and critical thinking
- Integrate safety standards with cost efficiency
- Unify diverse sensor data for 3D scene understanding
Perks/Benefits
Skills/Tech-stack
Ablation Studies | C++ | Cloud infrastructure | Computer Vision | Data Preprocessing | Data pipeline | Deep learning | Deep reinforcement learning | Distributed Computing | Embedded Systems | Foundation Models | Inference Optimization | Machine Learning | Model Evaluation | Model Training | Multi-task Learning | Multimodal Learning | Python | Reinforcement Learning | Robotics | Runtime complexity | Self-Supervised Learning | Self-supervised | Supervised Learning | Transfer Learning | Unsupervised Learning
Education
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