Deep Learning Engineer Internship
5 часов назад
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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