Research Scientist- 3D/4D Reconstruction/Generation, PICO- San Jose, CA

ByteDance

$218K — $480K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in computer science or related field; 3+ years of algorithm research or industry experience.
  • Proficient in Python/C/C++ and deep learning frameworks.
  • Strong background in AIGC/3DV/CG with project experience in reconstruction or generation.
  • Expertise in 3D representation/rendering techniques such as Gaussian Splatting, NeRF, and meshes.
  • Preferred: experience in building large model training pipelines and dataset curation.

Responsibilities

  • Participate in R&D for 3D/4D algorithms and foundation models by promoting deployment in MR scenarios.
  • Develop and optimize large 3D/4D generative models including data curation and deployment.
  • Conduct evaluations and accelerations of generative models to enhance performance.
  • Collaborate with cross-functional teams to align R&D projects with practical applications.
  • Stay updated on the latest advances in reconstruction and generation techniques.

Benefits

  • Medical, dental, and vision insurance available from day one.
  • 401(k) savings plan with company match.
  • Paid parental leave and disability coverage.
  • Life insurance and wellbeing benefits provided.
  • Generous paid time off, including 10 holidays, 10 sick days, and 17 personal days.
Full Job Description
Responsibilitie

Responsibilities 1. Participate in R&D for 3D/4D algorithms and foundation models, and promote their deployment in MR application scenarios. 2. Develop and optimize large 3D/4D generative models (e.g., data curation, pre-training, post-training, evaluation, acceleration and deployment).

Qualification

Minimum Qualifications - Master's degree or above in computer science or related fields; 3+ years of algorithm research or industry experience. - Excellent programming skills; proficient in Python/C/C++ and common deep learning frameworks. - Solid foundation in AIGC/3DV/CG; project experience in reconstruction or generation. - Proficiency in 3D representation/rendering (Gaussian Splatting, NeRF, meshes, point clouds); Preferred Qualifications - Thorough understanding of the latest advances in reconstruction and generation. Preferred experience in any of: - 3D/4D reconstruction (feed-forward GS/optimization-based) - 3D/4D generation (human/scene/novel view synthesis) - Image/video generation & understanding (video depth estimation/tracking/understanding) - Publications in CV/CG/ML/AI conferences or journals (e.g., CVPR, ICCV, ECCV, SIGGRAPH, TOG, TVCG, NeurIPS, ICML, ICLR) focusing on computer vision/computer graphics. - Hands-on experience in building large model training pipelines and curating datasets. - Familiarity with MR/AR/VR technologies is a strong plus. - Award winners of competitions such as ACM-ICPC, NOI/IOI, TopCoder, or AI/CV contests are preferred.

Job Information

【For Pay Transparency】Compensation Description (Annually)

The base salary range for this position in the selected city is $218400 - $480000 annually.

Compensation may vary outside of this range depending on a number of factors, including a candidate's qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.

Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).

The Company reserves the right to modify or change these benefits programs at any time, with or without notice.

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