Research Scientist - 3D/4D Reconstruction/Generation, PICO

ByteDance
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: mastersSkills: []

Join the PICO MR team to develop core environmental perception algorithms for MR scenarios, spanning visual localization, scene perception, and 3D reconstruction. You’ll participate in R&D for 3D/4D algorithms and foundation models, and build and optimize large 3D/4D generative models, including data curation, pre-/post-training, evaluation, and acceleration for deployment. Work on methods involving AIGC, depth estimation, and novel-view synthesis.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
ByteDance
ByteDance
1 month ago

Research Scientist - 3D/4D Reconstruction/Generation, PICO

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 30 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Join the PICO MR team to develop core environmental perception algorithms for MR scenarios, spanning visual localization, scene perception, and 3D reconstruction. You’ll participate in R&D for 3D/4D algorithms and foundation models, and build and optimize large 3D/4D generative models, including data curation, pre-/post-training, evaluation, and acceleration for deployment. Work on methods involving AIGC, depth estimation, and novel-view synthesis.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Participate in R&D for 3D/4D algorithms and foundation models, and support deployment in MR application scenarios.
  • •Develop and optimize large 3D/4D generative models, including data curation, pre-training, post-training, evaluation, and acceleration for deployment.

Key Requirements

  • •Master’s degree or above in computer science or a related field, plus 3+ years of algorithm research or industry experience.
  • •Strong programming skills, including proficiency in Python/C/C++ and common deep learning frameworks.
  • •Solid foundation in AIGC/3DV/CG with project experience in reconstruction or generation.
  • •Proficiency in 3D representation and rendering (e.g., Gaussian Splatting, NeRF, meshes, point clouds).
  • •Thorough understanding of recent advances in reconstruction and generation, with experience in 3D/4D reconstruction or 3D/4D generation preferred.
Experience:3+ yearsComputer visionComputer graphicsAIGC3D reconstructionMR/AR/VR
Education:Master's in Computer science
Tech Stack:PythonCC++Deep learning frameworksAIGC3DVCGGaussian SplattingNeRFMeshesPoint clouds3DGSVideo depth estimationVideo trackingData curationPre-trainingPost-trainingModel evaluationAcceleration

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn