ML/AI Engineer (Sound Processing and Analysis)

Samsung R&D Institute Ukraine is looking for ML/AI Engineer (Sound Processing and Analysis).

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

About Samsung R&D Institute Ukraine

Samsung Research and Development Institute Ukraine (SRK) is one of the units of R&D infrastructure of Samsung Electronics. Our local directions cover R&D activities in such areas as computer vision, next generations of human-computer interfaces based on 3D graphics and recognition technologies; applications for creating and consuming new types of multi-media content; device-2-device and device-2-cloud convergence; information security; artificial intelligence; natural language processing (NLP); human computer interaction (HCI); information retrieval; computational intelligence.

The main goal of the SRK is to provide next generation, adaptive, context-aware intelligent services for Samsung products and immersive serendipity across software and hardware eco-systems. We provide prototypes and new generation software development from scratch for embedded devices that gives a chance for Ukrainian engineers to work on technology of the future.

Company website:
research.samsung.com/srk

DOU company page:
https://jobs.dou.ua/companies/samsung/