Position: ML/AI Engineer (Sound Processing and Analysis)
Company: Samsung R&D Institute Ukraine
Experience required: 1y
Category: Python
English level: intermediate
Published: 2021-06-01T00:00:00+03:00

**Who we are:**
We are a product company with years of experience in research & development oriented on millions of endpoint users.

**What we do:**
Full cycle of new solutions research and development for privacy protection of users’ data.

**Major Requirements:**
•	ML/AI related knowledge:
- principles of probabilistic models construction for speech recognition tasks (Gaussian Mixture Model, Markov models);
- basics of neural networks application for speech recognition tasks (convolutional networks, recurrent networks).
•	Digital signal processing:
- spectral transformations (Fourier, Wavelets, Cepstral and mel-spectrogram analyses) applications, such as signal detection, denoising and tracking;
- noise identification, tracking and filtering;
- signal equalization, compression.
•	Experience with TensorFlow, PyTorch, librosa modules

**Will be a plus:**
•	Audio signal capturing and pre-processing
- principles of signal capturing in hardware (mono and stereo signals, microphones types);
- audio signal pre-filtering and digitalization;
- reverberation estimation.
•	Relevant academic background and research experience (mathematics)
•	Experience with making publications, patents, conference talks
•	ML/DL contests participation experience (ex.: Kaggle)

**We offer:**
• Annual bonus
• Official employment
• Paid 28 days of annual vacations and sick leaves
• Paid days off on Ukrainian official holidays
• Paid maternity leaves
• Opportunity to become an inventor of international patents with paid bonuses
• Medical & life insurance for employees and their children
• Convenient office location (Business Center 101 Tower)
• Paid lunches
• Discounts to Samsung products, gym, other services
• English language courses
• Regular education and self-development on internal courses and seminars, office library