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Vision Algorithm Evaluation Engineer

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Vision Algorithm Evaluation Engineer in USA

  • ByteDance
  • Full time
  • Email
  • San Jose, CA

Responsibilities

  • Design test scenes, datasets, and evaluation protocols for real-world VR, MR, and AR scenarios.
  • Develop evaluation frameworks and interfaces for assessing vision algorithms.
  • Define and evolve metrics for image quality, perception accuracy, robustness, latency, and system efficiency.
  • Perform technical root-cause analysis of imaging and computer vision algorithm performance.
  • Benchmark third-party and academic algorithms and assess technical value, system impact, and integration risks.
  • Write data-driven technical reports with recommendations for algorithm selection and optimization.
  • Collaborate with algorithm, camera, display, and product teams while maintaining independent technical judgment.

Requirements

  • Strong foundation in computer vision and imaging algorithms.
  • Proficiency in Python and C++.
  • Experience building evaluation, benchmarking, or analysis frameworks.
  • Strong analytical thinking and technical communication skills.
  • Bachelor’s, Master’s, or PhD in a related field.
  • At least 5 years of relevant experience.
  • Preferred: experience evaluating algorithms under real-time, power, and memory constraints.
  • Preferred: familiarity with perceptual image quality, human visual factors, and system-level evaluation methodologies.
  • Preferred: experience working with cross-functional or external algorithm partners.

ByteDance

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...

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