Machine Learning Engineer (Sound Detection)
Sigma Software, Київ, Харків, Львів, Дніпро, Одеса, Вінниця, Івано-Франківськ, Луцьк, Моршин
- Місто:
- Чернівці
- Формат:
- повний remote
- Джерело:
- jobs.dou.ua
Що робити
- Design and develop audio-based detection and classification systems for challenging real-world environments
- Implement robust signal processing pipelines tailored for noisy outdoor conditions
- Build and optimize machine learning models for sound event detection
- Develop low-latency, high-reliability streaming pipelines
- Handle imbalanced and imperfect datasets using augmentation and synthetic data techniques
Що очікуємо
- 4+ years in ML / Audio / DSP / Edge AI
- Strong knowledge of audio signal processing (spectrograms, noise reduction, feature extraction)
- Experience working with noisy environments (wind, city, nature)
- Hands-on experience with ML for audio (CNNs, YAMnet, ONNX)
- Proficiency in training on imbalanced datasets and applying augmentation techniques
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