Dolby Careers Sr HCI Researcher Experience Delivery
Dolby Careers Sr HCI Researcher Experience Delivery
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1 Vacancy
Job Description
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 youll 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. Were 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 benefitsnot to mention a Flex Work approach that is truly flexible to support where when and how you do your best work.
The Advanced Technology Group (ATG) is the research division of the company. ATGs mission is to look ahead deliver insights and innovate technological solutions that will fuel Dolbys continued growth. Our researchers have a broad range of expertise related to computer science and electrical engineering such as AI/ML algorithms digital signal processing audio engineering image processing computer vision data science & analytics distributed systems cloud edge & mobile computing computer networking and IoT.
We are looking for a talented researcher to join Dolbys research efforts to develop the next generation of AI based multimodal technologies. You will work with Dolbys world-class audio and vision experts to invent new multimedia analysis processing and rendering technologies to drive new interactive and immersive experiences. You will work on ideas exploring new horizons in multimodal processing analysis and interactivity. This key role is responsible for performing fundamental new research transferring technology to product groups and drafting patent applications.
Summary
Dolbys 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. You 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
This role will involve prototyping inspiring experiences that explore a complement of modalities. These technologies will be used to extend immersion and interaction you should be willing to explore empirical refinement of the user experience. You have experience in developing real-time applications delivering multi-modal experiences and/or human-computer interfaces with generative AI involvement.
Main responsibilities:
- Prototype and demonstrate multimodal interactive and immersive user experiences.
- Partner closely with other domain experts to refine and execute Dolbys 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 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 and collaboration skills.
The Atlanta Area base salary range for this full-time position is $133500-$163300which can vary if outside this locationplus bonus benefits and some roles may also include equity. Our salary ranges are determined by role level and location. Within the range individual pay is determined by work location and additional factors including job-related skills competencies experience market demands internal parity and relevant education or training. Your recruiter can share more about the specific salary range and perks and benefits for your location during the hiring process.
Dolby will consider qualified applicants with criminal histories in a manner consistent with the requirements of San Francisco Police Code Article 49 and Administrative Code Article 12
Equal Employment Opportunity:
Dolby is proud to be an equal opportunity employer. Our success depends on the combined skills and talents of all our employees. We are committed to making employment decisions without regard to race religious creed color age sex sexual orientation gender identity national origin religion marital status family status medical condition disability military service pregnancy childbirth and related medical conditions or any other classification protected by federal state and local laws and ordinances.
Required Experience:
Senior IC
Employment Type
Full Time
