Senior Researcher (Video Coding AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Researcher - Sight Lab (AI): Researching and developing cutting-edge technologies at the intersections between machine learning and video compression and processing with an accent on improving video coding systems. Focus on researching and developing new algorithms, developing proof-of-concept prototypes, and evaluating end-to-end system performance.
Location: Hybrid in Atlanta, Georgia, United States
Salary: $125,000-$163,000
Company
is the leader in entertainment innovation, revolutionizing how people create, deliver, and enjoy entertainment worldwide.
What you will do
- Research and develop new algorithms to improve video coding systems.
- Develop proof-of-concept prototypes and evaluate end-to-end system performance.
- Work with a general understanding of competitive technologies in video compression and machine learning.
- Create early-stage conceptual models that demonstrate feasibility.
- Develop and present new algorithms and implementations in various forms, including patent applications, conference and journal publications, presentations, and technical white papers at various venues.
- Maintain the highest technical and moral integrity for Dolby in the workplace and marketplace.
Requirements
- Ph.D. degree in electrical engineering, computer engineering, or computer science, or related engineering disciplines required.
- Minimum of 3 years of experience in developing algorithms for video coding and/or machine learning systems.
- Solid research background in video or image coding and processing.
- In-depth knowledge in development, training, testing, and computing platforms for deep learning (DL) and statistical machine learning (ML).
- Solid programming experience in python/C/C++ applied to image/video coding/processing and experience with one or more deep learning frameworks (e.g., PyTorch and TensorFlow) is required.
- Excellent written and verbal communication skills.
Culture & Benefits
- Collegial culture, challenging projects, and excellent compensation and benefits.
- Flex Work approach that is truly flexible to support where, when, and how you do your best work.
- Opportunity to see and hear the results of your work everywhere, from movie theaters to smartphones.
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