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Sr. Computer Vision Engineer/Scientist

Company: PlayStation Network
Location: Aliso Viejo
Posted on: April 8, 2021

Job Description:

PlayStation isn't just the Best Place to Play -it's also the Best Place to Work. We've thrilled gamers since 1994, when we launched the original PlayStation. Today, we're recognized as a global leader in interactive and digital entertainment. The PlayStation brand falls under Sony Interactive Entertainment, a wholly-owned subsidiary of Sony Corporation. PlayStation Sr. Computer Vision Engineer/Scientist Sony Interactive Entertainment is looking for a Senior Computer Vision Engineer/Scientist interested in pushing the limits of science and technology within our game streaming division. This position will work within our Data Science team and will collaborate to develop AI solutions for our streaming technology. As a member of our team, you will work on computer vision and image processing projects that will go into making video smoother, crisper and with low latency. The position is a fusion of both production and R&D projects that ensures the work is both challenging and fast paced. Our ideal candidate is an accomplished engineer that is passionate about inventing novel ways to improve video quality. What do you know?--

  • Strong knowledge in low-level graphics programming (i.e. OpenCL, CUDA, GLSL, HLSL, Vulkan)
  • Experience developing solutions for embedded systems and SoCs, big plus on low latency edge AI on a constrained environment
  • Strong understanding of internals of video codecs like h.264, HVEC, etc
  • Strong proficiency in one or more object oriented languages such as Python and C/C++
  • Strong understanding of video quality metrics
  • Knowledge of deep learning with special emphasis on CNNs
  • Experience using machine learning frameworks including Tensorflow, Pytorch, Scikit-learn.
  • Good knowledge of general supervised and unsupervised machine learning algorithms
  • Proven industry experience on digital image processing Who are you?
    • You are innovative and fearless when tackling difficult problems
    • Talented, curious, passionate and inventive in representative parts
    • You have strong and well formed ideas that are weakly held; you can discuss, listen and participate in a passionate debate that may make you reconsider.--
    • Given context, you're capable of self-direction.
    • You are comfortable with ambiguity and shifting contexts.
    • You enjoy exploring new technologies and taking them for a spin.
    • Advanced degree in computer science or a related field, with focus on computer vision, robotics or deep learning.
    • 5+ years of industry or research experience in (one or multiple areas) Image/Video Processing, Computer Vision, Machine Learning/Deep Learning, Pattern Recognition, Multimedia and Data Science What will you do?
      • Develop state of the art AI image improvement techniques--
      • Analyze system performance, improve efficiency, stability and scalability
      • Collaborate within the team across product, design, product, infrastructure, strategy and engineering
      • Build proof of concepts to test theories and use the findings to develop a video improvement technique
      • Keep up with relevant research to apply and apply it to our streaming product Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to race, color, religion, gender, pregnancy, national origin, ancestry, citizenship, age, legally protected physical or mental disability, covered veteran status, status in the U.S. uniformed services, sexual orientation, gender identity, marital status, genetic information or membership in any other legally protected category.-- We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to respond.-- We sincerely appreciate the time and effort you spent in contacting us and we thank you for your interest in PlayStation. Have you ever worked for a Sony company previously? --*
        Are you authorized to work in the United States? --*
        Will you now, or in the future, require sponsorship to work in the United States? --*
        Will you need relocation assistance to work at this role's specified location? --*
        Are you related to, or in a shared housing situation with, anyone who currently works for SIE or any SIE-affiliated studios? --*
        If yes, please state their name, the department or studio they work for, and their job title (if you know it).
        By selecting "Yes", I am certifying that, to the best of my knowledge, the information I have provided in this employment application is true and correct. --*
        U.S. Equal Opportunity Employment Information (Completion is voluntary) Individuals seeking employment at Sony Interactive Entertainment PlayStation are considered without regards to race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, veteran status, gender identity, or sexual orientation. You are being given the opportunity to provide the following information in order to help us comply with federal and state Equal Employment Opportunity/Affirmative Action record keeping, reporting, and other legal requirements. Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiring process or thereafter. Any information that you do provide will be recorded and maintained in a confidential file. Gender Are you Hispanic/Latino? Race & Ethnicity Definitions If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection. As a government contractor subject to Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measure the effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categories is as follows: A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability. A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service. An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense. An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985. Veteran Status Form CC-305 OMB Control Number 1250-0005 Expires 05/31/2023 Voluntary Self-Identification of DisabilityWhy are you being asked to complete this form? We are a federal contractor or subcontractor required by law to provide equal employment opportunity to qualified people with disabilities. We are also required to measure our progress toward having at least 7% of our workforce be individuals with disabilities. To do this, we must ask applicants and employees if they have a disability or have ever had a disability. Because a person may become disabled at any time, we ask all of our employees to update their information at least every five years. Identifying yourself as an individual with a disability is voluntary, and we hope that you will choose to do so. Your answer will be maintained confidentially and not be seen by selecting officials or anyone else involved in making personnel decisions. Completing the form will not negatively impact you in any way, regardless of whether you have self-identified in the past. For more information about this form or the equal employment obligations of federal contractors under Section 503 of the Rehabilitation Act, visit the U.S. Department of Labor's Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp . How do you know if you have a disability? You are considered to have a disability if you have a physical or mental impairment or medical condition that substantially limits a major life activity, or if you have a history or record of such an impairment or medical condition. Disabilities include, but are not limited to:
        • Autism
        • Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, or HIV/AIDS
        • Blind or low vision
        • Cancer
        • Cardiovascular or heart disease
        • Celiac disease
        • Cerebral palsy
        • Deaf or hard of hearing
        • Depression or anxiety
        • Diabetes
        • Epilepsy
        • Gastrointestinal disorders, for example, Crohn's Disease, or irritable bowel syndrome
        • Intellectual disability
        • Missing limbs or partially missing limbs
        • Nervous system condition for example, migraine headaches, Parkinson's disease, or Multiple sclerosis (MS)
        • Psychiatric condition, for example, bipolar disorder, schizophrenia, PTSD, or major depression Disability Status 1 Section 503 of the Rehabilitation Act of 1973, as amended. For more information about this form or the equal employment obligations of Federal contractors, visit the U.S. Department of Labor's Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp . PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. This survey should take about 5 minutes to complete.

Keywords: PlayStation Network, Aliso Viejo , Sr. Computer Vision Engineer/Scientist, IT / Software / Systems , Aliso Viejo, California

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