AI Research Intern focusing on advancing deep learning techniques in financial products at TD. Collaborating on large - scale datasets and representing the team at ML conferences.
About the role
- Senior AI Researcher at Dolby developing audio and video technologies with a focus on deep learning. Partnering with experts to innovate in multimedia analysis, processing, and rendering.
Responsibilities
- Partner closely with other domain experts to refine and execute Dolby’s technical strategy in artificial intelligence and machine learning.
- Use deep learning to create new solutions (including foundation models) and enhance existing applications.
- Push the state-of-the-art and develop intellectual property.
- Transfer technology to product groups and draft patent applications.
- Advise internal leaders on recent deep learning advancements in the industry and academia to further influence research direction and business decisions.
Requirements
- Ph.D. in Computer Science or similar field.
- A strong background in deep learning, both in terms of conceptual understanding, as well as practical experience.
- Knowledge in audio, video, or text processing is desirable.
- Strong publication record, with publications in major machine learning conferences (e.g. NeurIPS, ICLR, ICML).
- Good knowledge about current machine learning literature.
- Highly skilled in Python and one or more popular deep learning frameworks (TensorFlow or PyTorch).
- Ability to envision new technologies and turn them into innovative products.
- Good communication and collaboration skills.
- Knowledge or experience in any/all of the following are helpful: Diffusion, autoregressive, or other generative models.
- Self-supervised, contrastive learning, auto-encoders.
- Audio, image, or text applications – Source separation, text-to-speech, music synthesis, image segmentation, image captioning, question answering, language models, etc.
Benefits
- Flex Work approach that is truly flexible to support where, when, and how you do your best work.
- Excellent compensation and benefits
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