Expert Machine Learning Perception Engineer – Self-Driving
Frankfurt am Main, Germany
EUR 48K-58K (estimate) Senior-level Full Time
Tasks
- Build multi object tracking systems
- Build multi-sensor fusion pipelines
- Build scalable training pipelines
- Create data curation and annotation strategies
- Design foundation models for self driving perception
- Develop 3D object detection algorithms
- Develop occupancy detection algorithms
- Evaluate perception models on datasets and simulation
- Implement 3D scene understanding models
- Implement semantic segmentation models
- Integrate perception models into self driving stack
- Optimize deep learning models for real time inference
- Research machine learning and computer vision methods
- Validate perception models for robustness
- Write production-ready, tested code
Perks/Benefits
- N/A
Skills/Tech-stack
3D Geometry | 3D Object Detection | BEV perception | C++ | Computer Vision | Deep learning | Foundation Models | Machine Learning | Multi Sensor | Multi-object Tracking | Multi-sensor calibration | Object Detection | Object Tracking | Occupancy networks | Point Cloud | PyTorch | Python | Real Time | Real-time Inference | Self-Supervised Learning | Self-supervised | Semantic Segmentation | Sensor Calibration | Sensor fusion | Supervised Learning | TensorFlow | Transfer Learning
Education
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