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About the Role
Lightspeed Tech Center is an R&D department focused on exploring and discovering innovative technologies for high-quality games like PUBG Mobile. This role will contribute to researching and implementing advanced AI models for content understanding and generation, aiming for real-time interactive experiences.
Responsibilities
- Assist in researching model capabilities for understanding generated content, including semantics, objects, relationships, and spatial structures.
- Help implement state tracking and evaluate consistency modeling for generated videos.
- Participate in exploring unified generation-understanding model architectures.
- Assist in evaluating causal consistency control and physical constraints for action input to video output pipelines.
- Contribute to researching hybrid architectures for low-latency feedback in real-time interactive generation.
- Work with the team to test and refine the end-to-end closed loop of generation, understanding, control, and feedback.
- Assist in validating interactive capabilities in simulated/game scenarios and help build evaluation metrics.
- Track the latest industry academic papers and open-source projects related to video understanding and generation.
Requirements
- Currently pursuing a Ph.D. or Master's degree in AI-related fields (video understanding, video prediction, reinforcement learning, or multimodal generation).
- Good understanding of the internal mechanisms of video generation/VLM models and diffusion model principles.
- Academic or project experience in interactive video generation, controllable generation, or multimodal understanding.
- Solid coding and engineering skills; able to assist in building and debugging model training pipelines.
- Proficient in Python/PyTorch.
- Familiarity with Game AI, simulation environments, or reinforcement learning frameworks is preferred.
Skills
- Python
- PyTorch
- Video Understanding
- Video Generation
- Multimodal Generation
- Reinforcement Learning
- Diffusion Models
- Game AI
- Simulation Environments
Location
- Remote
Work Type
- Full-time
Experience Level
- Master's Degree
- Ph.D.
Education Level
- Master's Degree
- Ph.D.
About the Company
- Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life for people around the world.
- Lightspeed Studios is made up of passionate players who advance the art & science of game development through great stories, great gameplay, and advanced technology.
- Lightspeed Studios is focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices.
Equal Opportunity
- 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.