About the Role
This is an opportunity to play a key role in Dolby's new R&D Center in Bangalore as a Research Lead in our Advanced Technology Group "ATG", the research and technology arm of Dolby Labs. With multiple competencies that innovate on technologies in audio, video, AR/VR, gaming, music, broadcast and user-generated content, areas of expertise related to computer science and electrical engineering, such as AI/ML, computer vision, data science & analytics, distributed systems, cloud, edge & mobile computing, natural language processing, social network analysis, and computer graphics are highly relevant to our research.
What You’ll Do
As a Lead Researcher within Dolby ATG research, you focus on three key areas of responsibility:
- State-of the art, cutting edge, hands-on research:
- As a researcher, you will invent and develop the next generation of AI driven image and video analysis, enhancement, and processing technologies. Jointly with Dolby’s world-class global research teams, you will set directions, identify projects, and build the next wave of image technologies driving Dolby’s cloud and licensing business.
- With a solid understanding of both traditional image processing and newer AI technologies, you will not only perform research using signal processing based only solutions, but you will also work at the intersection of classical image processing and new AI algorithms. You will apply these insights to the research of image delivery, analysis, and content creation technologies.
- Managing, nurturing, and grooming top research talent:
- As a senior leader, you will manage and mentor a small group of researchers working in image processing, computer graphics, computer science, and content enhancement. You will work with your team as a coach and mentor. You are passionate about developing junior, highly talented staff into researchers that work fully independently in a corporate environment.
- Contribute to developing a dynamic, flexible, transparent, results-oriented and innovative working atmosphere.
- Technology strategy and direction setting:
- Jointly with Dolby’s world-class global research teams, you will set directions, identify projects, and build the next wave of AI based technologies driving Dolby’s cloud and licensing business.
- You work with ATG technology leaders to co-define projects and assign your staff to global R&D initiatives led by other technology initiative leads. Work jointly with upper management, lead resource and work allocation.
- You will also work with Dolby’s Business Groups (BG) to bring the research to life in many products, working closely with product managers, program managers, and BG engineering teams worldwide.
Education And Desired Experience
- Ph.D. plus 5-10 years of corporate research experience with a degree in Physics, Electrical Engineering, Mathematics, Computer Science.
- Very deep understanding and strong record of research in Computer Vision, image analysis, enhancement, compression, and processing technologies.
- You are an absolute top expert in AI with a deep and thorough theoretical understanding of the latest state-of the art AI technologies. You have a detailed understanding of all main network architectures, deployment modes, data augmentation and preparation, and theoretical performance analysis of model architectures. Knowledge of NLP and/or multi-modal architectures is highly desired. You have a good understanding of:
- 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.
- Knowledge of Game environments, graphical processing, consumer products, SoC architectures, embedded software, GPU/CPU implementations, algorithm validation and testing, implementation of ML/AI algorithms.
- Demonstrated ability to create fundamentally new, novel (patentable) image processing, enhancement, and rendering technologies.
- Strong publication record in major image/video/AI conferences and journals (e.g. NeurIPS, ICLR, ICML, etc.).
- Strong track of inventing, developing and productizing video technologies in an industrial research environment.
- Ability to envision applications of new technologies in the form of innovative product solutions. Strong innovator.
- Highly skilled in C/C++, Python.
- Experience in managing, guiding and mentoring younger researchers.
- Team-oriented work ethic and interest to work in cross-continental teams.
- Strong personal interest in learning, researching, and creating relevant new technologies with high commercial impact.
- Excellent communication, collaboration, and presentation skills in English.