Machine Learning Engineer, ADAS
Tasks
- Build scalable data pipelines
- Debug model performance
- Develop tracking and 3D reconstruction pipelines
- Evaluate models using measurable signals
- Generate 3D labeled data for training
- Generate large labeled datasets
- Implement auto labeling
- Implement pseudo labeling
- Iterate models based on evaluation results
- Train and improve 3D perception models
- Train and improve computer vision models
Perks/Benefits
- Dental insurance
- Enhanced maternity leave
- Enhanced paternity leave
- Health insurance
- Hybrid working
- Learning and development budget
- Relocation support
- Retirement plan
- Team socials
- Therapist access
- Visa sponsorship
- Wellbeing support
Skills/Tech-stack
3D Perception | 3D Reconstruction | Auto-labeling | Computer Vision | Data Pipelines | Deep learning | Instance Segmentation | Lidar | Machine Learning | Model Evaluation | Multi-view Geometry | Object Detection | Pseudo-labeling | Tracking
Education
N/A
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