|Title: Sr. Applied Research Engineer-Deep Learning, Vision-29974||Posted: July 17, 2017|
|Company/Institution: Sony Electronics|
|Location: San Jose, CA |
|Department: Engineer - Research Scientist|
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.
Investigate and utilize complex engineering and mathematical
principles to develop core technologies.
Contribute to research projects that develop a variety of
algorithms and systems in computer vision, image and video
Assessment and improvement of algorithm performance on a variety of
Analyze and determine system standards and test procedures.
Evaluation of identifiable factors and demonstrate good judgment in
selecting methods and techniques for obtaining solutions.
Advance the state-of-the-art in the field, including generating
Fast prototyping, feasibility studies, specification and
implementation of image and video analysis product components.
Working with researchers in global locations to understand
algorithm requirements and deliver high-quality solutions.
PhD Degree in Electrical Engineering and/or Computer Engineering or
Computer Science is required
Strong knowledge in Deep Learning, especially in field of Computer
Vision is required
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
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
Excellent programming skills in C/C++ and Python or Matlab is a
Solid knowledge on Deep Learning frameworks such as Caffe, Torch,
TensorFlow, MXNet is a strong plus
Must be self-motivated and creative, with proven analytical skills,
excellent research record, and ability to communicate effectively
Flexibility and adaptability to work and collaborate among
researcher in global locations
Must be able to travel domestically and internationally if required
If you are interested in applying for this position please click on the