Middle ML Engineer
DoD Solution
- Місто:
- Львів
- Рівень:
- middle
- Джерело:
- jobs.dou.ua
Що робити
- Build ML-based computer vision models for onboard drone perception.
- Use classical CV methods when they solve the problem better than neural networks.
- Work with real and simulated visual data: collect, clean, label, inspect, and improve it.
- Train, evaluate, and debug models using clear metrics and failure analysis.
- Improve robustness under motion blur, vibration, low light, occlusion, and noisy sensor data.
Що очікуємо
- 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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