TikTok
TikTok

Research Engineer, Video Processing and Codec(Realtime Codec Optimizations)

직무머신러닝
경력중급
위치San Diego, Canada, United States
근무오피스 출근
고용Regular
게시오늘
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포지션 소개

Team Introduction
Our Realtime Codec Optimization Team’s mission is to promote cutting-edge research in multimedia (including, but not limited to compression, image/video data processing), and to transfer technologies into our live-streaming products for better serving our hundreds of millions of users. We are looking for exceptional individuals from all areas of video compression and processing, who have a track record of research excellence, a passion to shape the future of video processing, and the potential to become an outstanding leader in the field.

Responsibilities:

  • Design and develop commercial realtime video codecs for 2D/3D video, Multiview video, 360-degree video, light field, et al.
  • Design and develop encoding and decoding framework and optimization algorithms for live-streaming usecases
  • Research and develop video encoding algorithms in heterogeneous platforms
  • Research and develop visual quality-oriented video coding and processing algorithms
  • Prepare encoder/decoder interface documentations
  • Participate in the design and implementation of self-developed transmission protocols

Requirements:

  • Minimum Qualifications

  • Bachelor’s degree or above in computer science/electrical engineering/mathematics/statistics and related disciplines

  • Strong Computer Science fundamentals (algorithms, data structures, software design) and problem-solving skills

  • Good understanding of state-of-art compression algorithms

  • Excellent programming, debugging, and optimization skills in one or more general-purpose programming languages including but not limited to: C/C++

  • Collaborative mindset, with solid written and verbal communication skills

  • Preferred Qualifications

  • Experience in development of image/video related applications, such as live streaming, video conference, offline transcoding

  • Familiar with Neural Network-based image/video coding and processing

  • Familiar with one of the video compression standards, e.g., AVS/H.264/H.265/VVC/AV1 and its reference software

  • Familiar with NEON/SIMD, and multi-threading design

  • Experience in international standardization work

  • Rich experience in video coding standards (e.g., for image/video compression, file format, system)

  • Publications in the academic conferences or journals in the subject

필수 스킬

Machine learning

Model evaluation

Data workflows

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TikTok 소개

San Diego

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