Applied Vision Scientist - California

Company: Dolby
Your Application: You have not applied yet
Location: USA
JOB DESCRIPTION

We are specifically looking for a talented, curious, and inventive individual to develop deep learning approaches to frame rate conversion, video super-resolution, and other applications. As part of the algorithm development team, you will be responsible for inventing, developing, and qualifying deep learning architectures. You will then collaborate with other teams across the company to efficiently integrate the algorithms into future products, in the process evaluating the many trade-offs that can be made in deploying them in practice, balancing memory requirements, computation, latency, and other considerations.

Responsibilities

Develop and design deep learning algorithms for video processing tasks such as frame rate conversion

Analyze behavior of current algorithms and techniques (particularly in videos), while proposing modifications to improve the performance and speed for various applications
Work with expert engineering teams to deploy deep learning algorithms to a wide range of processing environments while maintaining our high standards for image quality
Deliver internal and external technology presentations and feasibility/proof of performance demonstrations
Represent the company at conferences, industry associations or standards bodies.
Generate new intellectual property, in the form

of patents, workflows, ecosystems, and know-how
Write software that is efficient, clean, modular, bug free, understandable to others, and well documented
Qualifications

Bachelors or Masters in Computer Science, Electrical Engineering, Engineering Physics, Imaging Science, Computer Graphics or a related field.

Understanding of human perception (how we see and interpret motion)
Experience with CNN frame rate conversion or object tracking
Minimum of 3 years of related experience in developing deep neural network training and optimization in leading frameworks (eg Pytorch, Tensorflow) (Experience deploying deep neural networks in products desirable)
Experience using Matlab for image processing
Track record of successful research accomplishments, published papers, and/or patent applications in the field of color science and/or video processing.
Excellent communication and critical thinking skills; ability to prototype quickly; a team-oriented work ethic, and ability to work under minimal supervision




JOB TYPE
Work Day: Full Time
Employment type: Permanent Job
Salary: Negotiable


JOB REQUIREMENTS
Minimal experience: No experience



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