Samsung Research and Development Institute Ukraine (SRK) is one of the units of R&D infrastructure of Samsung Electronics.
3 июня 2021

ML/AI Engineer (Sound Processing and Analysis)


Samsung Research and Development Institute Ukraine (SRK) 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:
o principles of probabilistic models construction for speech recognition tasks (Gaussian Mixture Model, Markov models)
o basics of neural networks application for speech recognition tasks (convolutional networks, recurrent networks)
• Digital signal processing:
o spectral transformations (Fourier, Wavelets, Cepstral and mel-spectrogram analyses) applications, such as signal detection, denoising and tracking
o noise identification, tracking and filtering
o signal equalization, compression
• Experience with TensorFlow, PyTorch, librosa modules

Will be a plus:

• Audio signal capturing and pre-processing:
o principles of signal capturing in hardware (mono and stereo signals, microphones types)
o audio signal pre-filtering and digitalization
o 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 multiple benefits which include:

• 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 is an amazing place to work with great people in an outstanding environment.
With us, you will have an opportunity to be a part of innovation that makes a real difference in the lives of millions of people worldwide.
Samsung R&D Institute Ukraine (SRK) has been working in Kyiv since 2009.
We develop innovative solutions in Security, Artificial Intelligence, Augmented and Virtual Reality for the next generations of consumer electronics.
SRK contributes to the development of a strong local hi-tech research community by cooperating with the Universities as well as by providing various educational opportunities for the students.