Human-Computer Interaction & AI Senior Researcher
Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you'll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. We're big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture, challenging projects, and excellent compensation and benefits, not to mention a Flex Work approach that is truly flexible to support where, when, and how you do your best work.
Dolby's research division is looking for a researcher to join Dolby's research efforts to develop the next generation of AI based multimodal technologies. The candidate will work with Dolby's world-class audio and vision experts to invent new multimedia analysis, processing and rendering technologies to drive new interactive and immersive experiences. As a part of an international team, the candidate will work on ideas exploring new horizons in multimodal processing, analysis, and interactivity. The researcher is responsible for performing fundamental new research, transferring technology to product groups, and drafting patent applications.
Summary
Dolby's research division is currently looking for a talented, self-motivated researcher to push the boundaries of the state-of-the-art in multi-media technologies. An ideal candidate would have a strong background in HCI and deep learning, both in terms of conceptual understanding, as well as practical experience. A core aspect of this role involves being able to keep up to date with the literature, implement, and innovate. Consequently, knowledge or experience in any/all the following are helpful:
- Human-computer interaction techniques and application of deep learning to this area
- 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.
- Latent space exploration, navigation, control and alignment techniques
Main responsibilities:
- Prototype and demonstrate multimodal, interactive and immersive user experiences.
- 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.
- Ph.D. in computer science or similar, with a focus on deep learning. Knowledge in audio, video, 3D, or text processing is desirable.
- Strong publication record, with publications in top domain-specific or general machine learning conferences e.g., ACM CHI, NeurIPS, ICLR, ICML, ACL, CVPR, ICASSP.
- 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.
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Perks and Benefits
Health and Wellness
- Dental Insurance
- Vision Insurance
- Life Insurance
- Fitness Subsidies
- On-Site Gym
- Mental Health Benefits
- Virtual Fitness Classes
- Health Insurance
- Short-Term Disability
- Long-Term Disability
- FSA
- HSA With Employer Contribution
- HSA
Parental Benefits
- Fertility Benefits
- Adoption Assistance Program
- Family Support Resources
- Birth Parent or Maternity Leave
- Non-Birth Parent or Paternity Leave
- Adoption Leave
Work Flexibility
- Flexible Work Hours
- Remote Work Opportunities
- Hybrid Work Opportunities
- Four-Day Work Week
- Work-From-Home Stipend
Office Life and Perks
- Commuter Benefits Program
- Casual Dress
- Snacks
- Happy Hours
- Company Outings
- On-Site Cafeteria
- Holiday Events
Vacation and Time Off
- Paid Vacation
- Paid Holidays
- Personal/Sick Days
- Leave of Absence
- Volunteer Time Off
- Summer Fridays
Financial and Retirement
- 401(K) With Company Matching
- Company Equity
- Stock Purchase Program
- Performance Bonus
- Relocation Assistance
- Profit Sharing
- 401(K)
Professional Development
- Tuition Reimbursement
- Promote From Within
- Mentor Program
- Access to Online Courses
- Lunch and Learns
- Work Visa Sponsorship
- Leadership Training Program
- Associate or Rotational Training Program
- Learning and Development Stipend
- Internship Program
Diversity and Inclusion
- Diversity, Equity, and Inclusion Program
- Employee Resource Groups (ERG)
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