Senior, Machine Learning Engineer - Camera Model
Tasks
- Analyze model performance and failure cases
- Build scalable production machine learning pipelines
- Design deep learning models for camera perception
- Enhance dataset quality and labeling strategies
- Improve robustness and generalization
- Improve training infrastructure and tooling
- Integrate models into autonomous driving stack
- Mentor junior engineers
- Own end to end machine learning workflows
- Participate in technical design discussions
Perks/Benefits
- Dental insurance
- Flexible work arrangement
- Health insurance
- Hybrid remote work
- Life insurance
- Paid time off
- Relocation assistance
- Retirement plan
- Vision insurance
Skills/Tech-stack
3D Perception | BEV Modeling | Computer Vision | Convolutional Neural Networks | Data Curation | Deep learning | Depth Estimation | Distributed Training | Image Segmentation | Machine Learning | Model Debugging | Model Evaluation | Model Training | Multi-task Learning | Neural Networks | Object Detection | Production Deployment | PyTorch | Python | Scene Understanding | Transformers
Education
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