Senior Researcher, Multi-Modality

Tencent; Singapore; Presencial; SGD 140.000 - 240.000; Jornada completa

Descripción de la vacante

Lightspeed Studios is seeking a Senior Researcher in multi-modality to shape the next generation of multimodal foundation models and agentic AI for gaming. You will probe multimodal understanding, post-training, and agent research, translating game scenarios into deployable AI solutions.

You will collaborate with engineers to scale prototypes, publish in top venues, and advance research that benefits Tencent's gaming products.

Formación

• PhD in Computer Science, ML, or related field, or equivalent research experience.
• Expertise in multimodal understanding and vision-language reasoning; LLM/VLM training.
• Ability to abstract research problems from gaming/business contexts and deploy solutions.
• First-author publications at leading venues (NeurIPS, ICML, CVPR, ACL).
• Strong implementation skills in ML frameworks (PyTorch, JAX, etc.).

Responsabilidades

• Pioneer new research directions in multimodal understanding and agent planning for gaming contexts.
• Abstract research problems from game business scenarios and land deployable solutions.
• Advance multimodal model understanding across images, video, text, and audio.
• Lead post-training methodologies (SFT, RLHF/RLAIF, reward modeling).
• Design and execute end-to-end experiments from data to deployment.
• Collaborate with engineers to productionize research prototypes at scale.
• Publish at top-tier conferences and contribute to the research community.

Conocimientos

Multimodal understanding & vision-lang

LLM/VLM post-training

Reinforcement learning & agents

Representation learning

Experiment design & analysis

Research publication track record

Strong ML framework skills

Educación

PhD in CS/ML or related field

Herramientas

PyTorch

JAX

Descripción del empleo

Business Unit

LIGHTSPEED STUDIOS is made up of passionate players who advance the art & science of game development through great stories, great gameplay, and advanced technology. We are focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices.

Business Unit

LIGHTSPEED STUDIOS is made up of passionate players who advance the art & science of game development through great stories, great gameplay, and advanced technology. We are focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices.

About The Hiring Team

Lightspeed Tech Center is a R&D department under Lightspeed Studios which develop PUBG Mobile and other high-quality games. Our Tech Center leads the research, exploration, and discovery of innovative technologies and provides technical services for all games during all phases of life cycle, including engine, audio, QA, AI, next generation game, technical cooperation, etc.

What The Role Entails

We're looking for a Senior Researcher in multi-modality to help shape the next generation of multimodal foundation models and agentic AI within gaming scenarios. This role focuses on AI research and applications for in-game contexts — abstracting research problems from real game business scenarios, solving them, and deploying solutions that serve a wide range of gaming use cases. You'll work on multimodal understanding, post-training, and agent research, driving breakthroughs that advance both the scientific frontier and Tencent's game products at scale.

• Pioneer new research directions in multimodal understanding, post-training, reasoning, grounding, and agent planning, grounded in real gaming scenarios.
• Abstract research problems from game business scenarios, solve them, and land solutions that serve diverse in-game applications.
• Advance the understanding capabilities of multimodal large models (VLMs/MLLMs) across images, video, text, and audio.
• Lead post-training methodologies — SFT, RLHF/RLAIF, reward modeling, and preference alignment — to improve model capability and reliability.
• Design and execute experiments end-to-end: from data and benchmarking, to training, evaluation, and iteration.
• Collaborate with engineers to bring research prototypes into production and deploy them across game scenarios at scale.
• Publish at top-tier conferences and contribute to the broader research community.

Who We Look For

• PhD in Computer Science, ML, or a related field, or equivalent research experience.
• Expertise in one or more of: multimodal understanding and vision-language reasoning; pre-/post-training of LLMs/VLMs; reinforcement learning and LLM-based agents; representation learning.
• Ability to abstract research problems from real business (ideally gaming) scenarios and drive them to deployment.
• Consistent first-author publications at leading venues (NeurIPS, ICML, CVPR, ACL, etc.).
• Strong implementation skills in modern ML frameworks (PyTorch, JAX, etc.).
• Proven ability to run complex experiments, analyze results, and iterate quickly.
• Passion for high-impact research with real-world applications.

Equal Employment Opportunity at Tencent

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.