Senior Researcher - Sight Lab at Dolby Laboratories, Inc.

Atlanta, Georgia, United States -

Full Time

Start Date

Immediate

Expiry Date

16 Apr, 26

Salary

163000.0

Posted On

16 Jan, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Video Coding, Machine Learning, Image Processing, Video Compression, Algorithms, Deep Learning, Python, C++, Software Design, Problem Solving, Debugging, Research, Data Science, Signal Processing, Computer Vision, IoT

Industry

Computers and Electronics Manufacturing

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, 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. The Advanced Technology Group (ATG) is the research division of the company. ATG’s mission is to look ahead, deliver insights, and innovate technological solutions that will fuel Dolby’s 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. You will bring your experience in video coding and processing technology development to Dolby’s video codec R&D team. You will research and develop cutting edge technologies at the intersections between machine learning and video compression and processing. As a prerequisite for your work, you must have a working knowledge of video coding standards (AVC, HEVC, VVC, etc.) and additional expert knowledge of machine learning in the context of image and video processing. Your solid understanding of trade-offs between computational complexity and picture quality will guide you in decisions. You will research and develop new algorithms to improve video coding systems, develop proof-of-concept prototypes, and evaluate end-to-end system performance. You must have strong knowledge of principles, algorithms, and techniques in video and image processing and compression, as well as machine learning technology. You should have excellent software design, problem solving, and debugging skills. You will join a highly skilled and motivated team to research and develop advanced video processing technologies to improve the quality, efficiency, and capabilities of video coding. Job Responsibilities: Works with a general understanding of competitive technologies in video compression. Works with a general understanding of competitive technologies in machine learning. Works to understand the system context in which new technologies will be used and the requirements that the technology must fulfill for success. Creates early-stage conceptual models that demonstrate feasibility. Develops and presents 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. Skills, Education, and Experience Required: 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. Experience in developing algorithms for 3D graphics video compression or learning-based 3D visual computing is a plus. 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. Track record of successful research accomplishments, published papers in top-tier conferences (DCC, ICIP, ICASSP, CVPR, ICCV, ECCV, etc.) or journals (TCSVT, TIP, TPAMI, etc.) and/or patent applications in the field of video coding and processing. Excellent written and verbal communication skills. You are a strong team player with the ability to work independently. The Atlanta Area base salary range for this full-time position is $125,000-$163,000, which can vary if outside this location, plus 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.

Responsibilities

You will research and develop cutting-edge technologies at the intersections between machine learning and video compression and processing. This includes developing new algorithms, proof-of-concept prototypes, and evaluating end-to-end system performance.