drjobs Dolby Careers Senior Foundational AI Researcher

Dolby Careers Senior Foundational AI Researcher

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1 Vacancy
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Job Location drjobs

Atlanta, GA - USA

Monthly Salary drjobs

$ 133500 - 164400

Vacancy

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.

Dolby is looking for a talented Senior AI Researcher to join Dolbys research efforts to develop the next generation of AI based audio and video technologies. You will work with Dolbys world-class audio and vision experts to invent new multimedia analysis processing and rendering technologies. As a part of a global team the Senior AIResearcherwill work on ideas exploring new horizons inmulti-modal mediaprocessing analysis replay and organization. You will be responsible for performing fundamental new research transferring technology to product groups and draft patent applications.

Summary

You will push the boundaries of the state-of-the-art in audio and media technologies. The ideal candidate would have a strong background in 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 with the bleeding edge in generative models self-supervised learning and multi-modal learning.

With the explosion of multi-modal foundation models and the growing capabilities of vision-language and audio-language systems you will partner closely with Dolbys Applied AI team which actively pursues the integration of these cutting-edge technologies into next-generation audio and media experiences. You will be able to hit the ground running innovate and contribute to impactful projects that leverage the latest advancements in AI. Consequently experience with audio models language models question answering vision-language models captioning etc. would be highly beneficial.

Main Responsibilities

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(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 ( ICLR ICML). Publications in top domain-specific conferences is desirable (e.g. ACL CVPR ICASSP).
Good knowledge about current machine learning literature.
Highly skilled in Python and one or more popular deep learning frameworks (TensorFlow orPyTorch).
Ability to envision new technologies and turn them into innovative products.
Good communication and collaboration skills.
Consequently 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.

The Atlanta Area base salary range for this full-time position is$133500-$164400which 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

Company Industry

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