Senior Machine Learning Engineer
DoD Solution
- Місто:
- Львів
- Рівень:
- senior
- Джерело:
- jobs.dou.ua
Що робити
- Own ML-based computer vision systems for onboard drone perception.
- Choose the right mix of neural networks and classical CV for each perception problem.
- Define datasets, metrics, experiments, and validation methods for model development.
- Train, evaluate, and debug models using clear failure analysis and strong engineering judgment.
- Improve robustness under motion blur, vibration, low light, occlusion, and noisy sensor data.
Що очікуємо
- Strong practical experience with ML-based computer vision.
- Deep understanding of how neural networks work, how they are trained, and why they fail.
- Strong Python skills and experience with PyTorch, OpenCV, NumPy, and common ML/CV tooling.
- Strong understanding of training loops, loss functions, optimization, regularization, validation, metrics, datasets, and error analysis.
- Familiarity with classical CV: image processing, camera geometry, calibration, feature matching, optical flow, or tracking.
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