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About the Role
Dolby's research division is seeking an AI researcher to develop next-generation AI-based audio and video technologies. The role involves inventing new multimedia technologies, performing fundamental research, and transferring technology to product groups.
Responsibilities
- Work 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 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, with a focus on deep learning.
- Knowledge in audio, video, or text processing is desirable.
- Strong publication record, with publications in major machine learning conferences (e.g., NeurIPS, ICLR, ICML).
- Publications in top domain-specific conferences is desirable (e.g., ACL, CVPR, ICASSP, AAAI, CVPR, CHI, VIS, WACV).
- 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, Creativity.
- Good communication skills.
- HCI experience in conjunction with AI is nice to have but not a requirement.
Skills
- Deep learning
- Generative models
- Self-supervised learning
- Multi-modal learning
- Diffusion models
- Autoregressive models
- Contrastive learning
- Auto-encoders
- Audio processing
- Image processing
- Text processing
- Source separation
- Text-to-speech
- Music synthesis
- Image segmentation
- Image captioning
- Question answering
- Language models
- Large language models
- Natural language processing
- Vision-language models
- Python
- TensorFlow
- PyTorch
Location
- Remote
Work Type
- Flex Work
Experience Level
- Senior Staff
Education Level
- Ph.D.
Benefits
- Excellent compensation and benefits
About the Company
- Dolby is a leader in entertainment innovation, where science meets art.
- We are revolutionizing how people create, deliver, and enjoy entertainment worldwide.
- We offer a collegial culture, challenging projects, and excellent compensation and benefits.