Sr. Research Engineer - Machine Learning/Image Processing

Company: Sony Corporation
Location: San Jose, California, United States
Type: Full-time
Posted: 25.MAY.2021

Summary

Sr. Research Engineer - Machine Learning/Image Processing San Jose Sony Corporation of America , located in New York, NY, is the U.S. head...

Description

Sr. Research Engineer - Machine Learning/Image Processing

San Jose

Sony Corporation of America , located in New York, NY, is the U.S. headquarters of Sony Group Corporation, based in Tokyo, Japan. Sony's principal U.S. businesses include Sony Electronics Inc., Sony Interactive Entertainment LLC, Sony Music Entertainment, Sony Music Publishing and Sony Pictures Entertainment Inc. With some 900 million Sony devices in hands and homes worldwide today, a vast array of Sony movies, television shows and music, and the PlayStation Network, Sony creates and delivers more entertainment experiences to more people than anyone else on earth. To learn more: .

Description

Sony Corporation of America currently has an opening for a Sr. Research Engineer - Machine Learning/Image Processing in our U.S. Research Center located in San Jose, CA. This position is responsible for researching and developing image processing, machine learning, and computer vision algorithms for new Sony products.

Responsibilities will include investigating and utilizing complex engineering and mathematical principles to develop core technologies, compose algorithm structures and find solutions to problems. This will include assessment and improvement of algorithm performance on a variety of platforms. This position also requires the engineer to analyze and determine system standards and test procedures. As a Sr. Research Engineer - Machine Learning/Image Processing, this individual will be responsible for writing invention disclosures for developed algorithms and will work with patent attorneys to secure intellectual property.

This individual will work on problems of diverse scope where analysis of data requires evaluation of identifiable factors and demonstrate good judgment in selecting methods and techniques for obtaining solutions. Providing

Qualifications

  • PhD degree (or MS degree with a minimum of 3 years of related experience) in Electrical Engineering, or Computer Engineering, or Computer Science, or Applied Mathematics or related field, is required.
  • Knowledge and experience in deep learning and computer vision, are required
  • Previous research work in related areas such as digital image processing (specifically in camera signal processing), content-based video/image analysis, image restoration, and knowledge of human visual system are highly preferred
  • Excellent programming skills in C/C++, and Python are required
  • Knowledge of machine learning libraries such as TensorFlow, PyTorch is essential
  • Excellent communication and presentation skills are required
  • Linux experience is a plus

Responsibilities

  • Research and assess current technologies
  • Perform feasibility studies to validate capability and functionality
  • Create new concepts from initial design to market release
  • Document all phases of research and development.
  • Draft and submit intellectual property.
  • Draft and submit professional articles for technical journals as required
  • Offer advanced technical expertise to design and develop algorithms and software applications
  • Create new technical and domain expertise and apply to products and problems
  • Manage and maintain current algorithms and software applications
  • Assess and write code to improve or extend algorithms and software applications
  • Determine and resolve complex application issues and bugs

Remote work can be considered after extensive period of on-site training and may require monthly business trips to the main office.

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Sony is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religious creed, sex (including pregnancy), gender, national origin, citizenship, ancestry, age, physical or mental disability, military status, status as a veteran or disabled veteran, sexual orientation, gender identity or expression, marital or family status, genetic information, medical condition, or any other basis protected by applicable federal, state, or local law, ordinance, or regulation.

Disability Accommodation for Applicants to Sony Corporation of America

Sony Corporation of America provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures. For reasonable accommodation requests, please contact us by email at or by mail to: Sony Corporation of America, Human Resources Department, 25 Madison Avenue, New York, NY 10010. Please indicate the position you are applying for.

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