Sr. Semantics Computer Vision Research Dolby

3.0 - 7.0 years

0 Lacs

karnataka

On-site

Join the leader in entertainment innovation and help design the future at Dolby. 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. Dolby continues to revolutionize how people create, deliver, and enjoy entertainment worldwide. To achieve this, Dolby seeks the absolute best talent. The company is big enough to provide all the necessary resources and small enough for individuals to make a real difference and earn recognition for their work. Dolby offers a collegial culture, challenging projects, excellent compensation and benefits, and a truly flexible Flex Work approach to support where, when, and how you do your best work. As a candidate, you will bring your experience in high-level computer vision tasks and deep learning technology to Dolby. A prerequisite for this role is proven knowledge of the large language model, vision language model, detection/recognition/understanding, multi-modality, and deep learning. Your solid understanding of trade-offs between computational complexity and achieved performance of different implementations will guide you in decision-making. You will be responsible for researching and developing new neural network architectures, training methods, representation, and processing algorithms in the field of modern computer vision. The ideal candidate must have an in-depth understanding of the key processes in computer vision. Extensive experience in developing architectures, high-level computer vision tasks, fine-tuning systems with pre-trained language models, and processing algorithms with deep learning to improve the performance of computer vision tasks is essential. You will be part of a highly skilled and motivated team dedicated to researching and developing advanced computer vision and processing technologies to enhance the end-user experience. Job Functions: - Works with a general understanding of competitive technologies in the area of focus. - 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. - Documents and presents the new architectures and algorithms in various forms, such as technical white papers and internal meetings. - Maintains 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. - Minimum of 3 years of experience in developing algorithms for deep learning, sematic video processing, computer vision, and vision-language model. - Intimately familiar with computer graphics, video processing systems, as well as corresponding software in consumer and professional products. - Proficient in Matlab, C/C++, OpenCV, and Python (Tensorflow/Pytorch) programming applied to computer vision is required. - Strong background in the latest AI technologies and their applications to image research. - Self-motivated, quick learner and strong team player with the ability to work with minimal supervision. - Excellent written and verbal communication skills. Desirable Qualifications: - Experience in filing patents of newly developed technologies. - Hands-on experience in applying Computer Vision and Machine Learning algorithms to real-world problems. - Proven track record of successful research accomplishments, published papers, and/or patent applications in the field of video encoding and processing.,

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