Senior Machine Learning Engineer (Location Germany)
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Design and improve perception algorithms for autonomous driving applications.
- Develop solutions for 3D object detection, semantic segmentation, object tracking, and drivable area estimation.
- Create and optimize automated data labeling pipelines to improve dataset quality while reducing manual annotation efforts.
- Implement reliable multi-object tracking algorithms operating in 3D environments.
- Train, evaluate, and optimize large-scale deep learning models using extensive datasets and high-performance computing infrastructure.
Що очікуємо
- Master's or PhD degree in Computer Science, Robotics, Artificial Intelligence, or a related technical field (or equivalent industry experience).
- Strong practical experience with deep learning for at least one sensor type, such as cameras, LiDAR, or radar.
- Experience working with modern neural network architectures, including Transformer-based models.
- Solid programming skills in Python and C++.
- Ability to work collaboratively in a fast-paced engineering environment with a strong willingness to learn.
Що пропонуємо
- Previous experience in autonomous driving, ADAS, robotics, or computer vision.
- Familiarity with deployment and optimization frameworks such as TensorRT, ONNX Runtime, or LibTorch.
- Experience contributing to medium or large-scale software systems.
- Understanding of performance optimization for machine learning inference.
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