Senior Researcher 102059
2 weeks ago
Responsibilities:
【About Tencent】
Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world. Founded in 1998 with its headquarters in Shenzhen China, our guiding principle is to use technology for good.
We are not only a major video game publisher in the world, we also produce other high-quality digital content, enriching interactive entertainment experiences for people around the globe. We offer a range of services such as cloud computing, advertising, FinTech, and other enterprise services to support our clients' digital transformation and business growth.
【About IEG】
Interactive Entertainment Group (IEG) is responsible for the R&D, operation, and development of the company's interactive entertainment business including games and eSports. Through online gaming, live broadcasts, and offline eSports, IEG assists the company in leading the global interactive entertainment market to create better interactive entertainment content experiences for users.
Job Summary:
We are seeking a full-time employed senior researcher with passion and a solid background in 3D Generation and Reconstruction, including but not limited to explicit and implicit 3D representation, image/text-to-3D generation, single-view or multi-view 3D reconstruction, mesh regularization, shape abstraction, and etc. We aim to apply cutting-edge techniques to Tencent Games; you will have an opportunity to witness your work improving experience of millions of users
In this role you are expected to have deep understanding of 3D reconstruction, generative models, or shape abstraction algorithms, such as Nerf, Neus, Gaussian Splatting, Triplane, InstantNGP, Diffusion Models, GAN, MVDream, SSD-Nerf, ProlificDreamer, DreamGaussian, DMTet, Marching Primitives, and etc. You will work with researchers and engineers inTencent Games to guide the future of Tencent's interactive entertainment technologies.
Responsibilities:
* Conduct independent research and development of state-of-the-art algorithms and emerging technologies of 3D generation & reconstruction.
* Cooperate with engineers to optimize advanced algorithms and integrate them into future products.
Requirements:
Key Qualifications:
* Strong understanding and hands-on experience in 3D generation, 3D reconstruction, or shape abstraction.
* Ability to optimize 3D related algorithms and familiar with common 3D tools.
* Strong coding skills of Python or C++.
* Familiar with at least one common Deep Learning tool, such as PyTorch or Tensorflow.
* Excellent communication, collaboration, and self-study skills.
Plus:
* Publications in top computer vision or computer graphics conferences or journals, e.g. CVPR, ICCV, TOG, TPAMI, and etc.
* Expert in at least one of the following research fields: 3D reconstruction, generative models, image/text-to-3D, geometry optimization
Education & Experience
Minimum: MS - Computer Science, Electrical Engineering, and related fields.
Preferred: PhD - Computer Science, Electrical Engineering, and related fields.
[DEI Statement]
Diversity, Equity & Inclusion at Tencent:
Diversity, equity and inclusion are important, interdependent components of our workplace. As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
Location State(s)
California
The base pay range for this position in the state(s) above is $111,160 to $204,460 per year. Actual pay is based on market location and may vary depending on job-related knowledge, skills, and experience. A sign on payment, relocation package, and restricted stock units may be provided as part of the compensation package, as well as other medical, financial, and/or other benefits, dependent on the specific position offered.
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