Deep Learning Engineer Internship

5 часов назад


Украина, Украина respeecher Полный рабочий день 30 000 ₴ - 60 000 ₴ в год


We are looking for Deep Learning Research Engineer with fluent who will do original research on generative models of audio and help us develop the company. See your work used in high-profile projects like Hollywood movies, TV shows, or AAA games.

Professional skills that are important to us:

  • Have advanced knowledge in relevant areas of mathematics and statistics

  • Have a working knowledge of various techniques, tricks, and best practices for designing deep nets, hyperparameter optimization, visualization, interpretation, etc.

  • Have a bunch of failure stories about the deep learning projects you've been involved in (and some success stories)

  • Have a good understanding of deep generative models. You may work on autoregressive models, GANs, VAEs, diffusion models, flow-based models or combinations of these

Would be a plus:

  • Degree in computer science or similar

  • Knowledge of Digital Signal Processing theory

  • Knowledge of speech processing

  • Knowledge about TTS

  • Participation in DS/ML/DL competitions, for example Kaggle

  • Knowledge of CUDA / interest in developing custom CUDA kernels

  • Experience deploying machine learning models

Duties:

  • Implement and maintain deep learning models in PyTorch

  • Train models, keep track of performance, and tune hyperparameters

  • Proactively read relevant literature and generate ideas for model enhancements

Benefits:

  • Do real research with deep generative models of audio in a small, scientifically-minded team

  • Freedom to try out ideas of your own

  • There might be publication opportunities


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