Description:
As a part of Sony Electronics' engineering team you can ensure that what we
produce is just as extraordinary as the ideas that inspire us. While we run
on fearless creativity and innovation, our engineers make certain that
everything we do is of the highest quality. Every day, they work with
advanced technologies, including some that most people never even thought
possible. Some may call it magic; we call it a commitment to innovation,
quality, and style and design.
Sony's U.S. Research Center currently has an opening for Senior Applied
Research Engineer in our San Jose, California location. This position is
responsible for researching and developing algorithms and architectures for
integration into advanced services and products.
Responsibilities
:
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Investigate and utilize complex engineering and mathematical principles
to develop core technologies.
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Contribute to research projects that develop a variety of algorithms
and systems in computer vision, image and video analysis.
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Assessment and improvement of algorithm performance on a variety of
platforms.
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Analyze and determine system standards and test procedures.
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Evaluation of identifiable factors and demonstrate good judgment in
selecting methods and techniques for obtaining solutions.
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Advance the state-of-the-art in the field, including generating
patents.
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Fast prototyping, feasibility studies, specification and implementation
of image and video analysis product components.
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Working with researchers in global locations to understand algorithm
requirements and deliver high-quality solutions.
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Propose new methods and direction of research by communicating
effectively with counterpart and related groups
Qualifications
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PhD Degree in Electrical Engineering and/or Computer Engineering or
Computer Science is required
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Minimum of 5 years of industrial level research experiences in
Computer Vision, Machine Learning and Image Understanding are
required
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Strong knowledge in Deep Learning, especially in field of Computer
Vision is required
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Strong theoretical and practical background in Computer Vision,
Image and Video analysis, specifically Object Detection, Tracking,
Semantic Segmentation, Optical Flow and Stereo Vision, Statistical
Evaluation, Optimization, Generative Models and Probabilistic
Graphical Models are strong plus
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Proven ability to develop new research ideas as demonstrated by a
strong publication record and early developments to the level of a
working system prototype is a strong plus
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Excellent programming skills in C/C++ and Python or Matlab is a
strong plus
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Solid knowledge on Deep Learning frameworks such as Caffe, Torch,
TensorFlow, MXNet is a strong plus
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Must be self-motivated and creative, with proven analytical skills,
excellent research record, and ability to communicate effectively
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Flexibility and adaptability to work and collaborate among
researcher in global locations and ability to propose new methods
and direction of research is required
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Must be able to travel domestically and internationally if required
If you are interested in applying please click on the link below-
https://sony.taleo.net/careersection/jobdetail.ftl?job=29975&lang=en#.WWayWnYr_wA.mailto
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