Sony Corporation of America is looking for a Senior Research Engineer to research and develop state-of-the-art AI/Machine Learning technology for new Sony products and services in the areas of speech synthesis and processing.
Requirements
- Research background in AI/Machine Learning, Speech Synthesis, and related areas are required.
- Excellent skills of neural network modeling and analysis, formulate optimization flow using PyTorch, TensorFlow, or equivalent deep learning framework is essential
- Excellent programming skills in Python and/or modern C++ for rapid algorithm prototyping are required
- Knowledge of zero-shot and/or few-shot learning are required.
- Knowledge and experience in natural language processing is a plus.
- Knowledge and experience in image processing, computer vision, or a related field is a plus.
Responsibilities
- Research, develop and evaluate state-of-the-art machine learning algorithms for use in the next generation of speech technologies.
- Implement and optimize such algorithms for Sony’s future products and services.
- Document all phases of research and development.
- Create new technical and domain expertise and apply to products and problems.
- Offer advanced technical expertise to design and develop algorithms and software applications.
- Assess and write code to improve or extend algorithms and software applications.
- Collaborate with Sony-related groups such as overseas research laboratories, game/picture/music business, consumer electronics businesses, etc.
Other
- Ph.D. degree, Ph.D. candidate, or MS degree with a minimum of 3 years of related experience in Computer Science, Electrical Engineering, or a related field, is required.
- Ability to work independently and/or in a team environment
- Ability to work remotely and/or onsite flexible to the situation changes.
- Author papers and write invention disclosures for developed algorithms and systems.
- Draft and submit intellectual property.
