
Posted 5 hours ago
Research Scientist - 3D/4D Reconstruction/Generation, PICO
ByteDanceResearch Scientist - 3D/4D Reconstruction/Generation, PICO
Perks & benefits
Medical InsurancePaid LeaveMobile AllowanceHealth InsuranceFamily Medical Insurance
Requirements
Master's degree or above in CS or related field, 3+ years algorithm research or industry experience, Proficient in Python, C, or C++, Deep learning framework proficiency, Experience in AIGC, 3DV, or CG, Knowledge of 3D representation and rendering
Skills
PythonC#Computer Vision
About the role
Responsibilities
- Participate in R&D for 3D/4D algorithms and foundation models to support MR application scenarios.
- Develop and optimize large 3D/4D generative models, including data curation, pre-training, post-training, evaluation, acceleration, and deployment.
- Drive the research and deployment of technologies such as multimodal scene perception, AIGC scene generation, and 3D scene reconstruction (3DGS, NeRF, etc.).
Requirements
- Master's degree or above in Computer Science or a related field.
- 3+ years of algorithm research or industry experience.
- Proficient in Python, C, or C++, and experienced with common deep learning frameworks.
- Solid foundation in AIGC, 3DV, or Computer Graphics (CG) with project experience in reconstruction or generation.
- Deep knowledge of 3D representation and rendering (e.g., Gaussian Splatting, NeRF, meshes, point clouds).
Preferred Qualifications
- Thorough understanding of the latest advances in 3D/4D reconstruction and generation.
- Experience in human/scene/novel view synthesis or video depth estimation and tracking.
- Strong publication record in top-tier conferences or journals such as CVPR, ICCV, ECCV, SIGGRAPH, NeurIPS, or ICML.
- Hands-on experience building large model training pipelines and curating datasets.
- Familiarity with MR/AR/VR technologies.
- Award winners of major programming or AI/CV competitions.
Benefits
- Competitive annual base salary.
- Comprehensive medical, dental, and vision insurance.
- 401(k) savings plan with company match.
- Paid parental leave and wellbeing benefits.
- Generous paid time off, including 10 paid holidays and 10 paid sick days per year.
About the Company
ByteDance is a global technology company dedicated to inspiring creativity and enriching life. Through our innovative products and diverse teams, we help people express themselves and connect. PICO, a part of ByteDance, is a VR company committed to developing immersive and interactive VR experiences for users worldwide.
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Get started — it's freeResearch Scientist - 3D/4D Reconstruction/Generation, PICO
ByteDance · San Jose
