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

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

San Jose

Team:

Technology

Employment Type:

Regular

Job Code:

A243243

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

For Los Angeles County (unincorporated) Candidates:

Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; andExercising sound judgment.About PicoFounded in April 2015, Pico is a VR company committed to developing immersive and interactive VR experiences for people around the world. Pico also provides tailor-made solutions for our enterprise clients in the fields of education and healthcare.

Why Join ByteDanceInspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & InclusionByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Reasonable AccommodationByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request

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)

• Thorough understanding of the latest advances in reconstruction and generation

• 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

• Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and Benefits

• 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)

Responsibilities

• Participate in R&D for 3D/4D algorithms and foundation models, and promote their deployment in MR application scenarios

• Develop and optimize large 3D/4D generative models (e.g., data curation, pre-training, post-training, evaluation, acceleration and deployment)

• Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;