Lead Researcher

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 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 Research Lead within Dolby ATG research you will focus on three key areas of expertise State-of the art cutting edge hands-on research As a researcher you will invent and develop the next generation of AI based multimodal image audio and speech technologies With an in-depth understanding of the latest AI technologies and a good understanding of audio video technologies you will explore the applications of AI to the delivery analysis and creation of multimedia technologies including video and audio enhancement analysis classification and separation You will create technologies for the next generation of Dolby s offerings Managing nurturing and grooming top research talent You will lead and mentor a group of AI researchers working in the application of AI to multimodal analysis processing playback and enhancement technologies 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 You will define and lead research initiatives that leverage cross-media intelligence and analytics invent multimodal machine learning algorithms and utilize a deep understanding of multimodal perception to develop the next generation of multimedia technologies 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 with a strong focus on AI 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 Multimodal architectures and algorithms You have a track record of successfully applying AI technologies to multimodal problems including the combination of audio and video technologies You have deep knowledge of GPU CPU implementations algorithm validation and testing implementation of ML AI algorithms Strong track of inventing developing and productizing novel AI based technologies in an industrial research environment Strong publication record with publications in major machine learning conferences e g NeurIPS ICLR ICML etc Strong background in statistical signal processing decision theory greedy algorithms Bayesian modelling random algorithms time series hypothesis testing classification clustering hypothesis testing and multilinear regression analysis Experience with audio and video processing is a plus Highly skilled in C C Python TensorFlow or PyTorch Experience in managing guiding and mentoring younger researchers Team-oriented work ethic and interest to work in cross-continental teams Excellent communication collaboration and presentation skills in English LI-SB1