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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.