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Video Analysis and Quality Algorithm Intern 2023 Summer/Fall (PHD) - San Diego

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ByteDance

Oct 31, 2023

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Software Engineering
  • San Diego

Requirements

  • PHD student in Electrical Engineering/Computer Science or equivalent
  • In-depth knowledge of video analysis algorithms or subjective/objective video quality algorithms, and state-of-the-art technologies;
  • Proficient in one of the following: C, C++, Python;
  • Familiar with deep learning frameworks (Tensorflow, Pytorch, Caffe), ML and image processing tools, including sklearn, opencv, ffmpeg, etc;
  • Knowledge of common video processing algorithms, such as supperresolution, denoising, tone-mapping, etc;
  • Great communication, eager to learn, and always passionate about turning cutting-edge technologies into real life use cases.
  • Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.

Responsibilities

  • Design video analysis (ROI, SOD, content classification, artifact detection, etc.) and quality assessment algorithms;
  • Participate in database creation, algorithm design/optimization/development, etc;
  • Participate in designing strategy and solutions for E2E video quality optimization with a combination of video analysis, processing and encoding algorithms;
  • Apply designed alagorithms for VOD / Live streaming monitoring, data analysis, objective evaluation for algorithms etc.
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ByteDance

Technology
Industry
10,001+
Employees
2012
Founded Year

Mission & Purpose

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users.