招聘城市：新加坡
岗位职责：
Business Unit
What the Role Entails
Responsibilities:
1. Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks.
2. Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
3. Explore next-generation RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Requirements:
1. Currently enrolled as a PhD student in Computer Science or a closely related field.
2. Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
3. Strong hands-on programming skills, with solid experience in deep learning system implementation, model training and inference optimization, CPU/GPU acceleration, and distributed training and inference.
4. Prior experience with…
招聘城市：新加坡
…through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Job Description1. Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks.
2. Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
3. Explore next-generation RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
1. Currently enrolled as a PhD student in Computer Science or a closely related field.
2. Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
3. Strong hands-on programming skills, with solid experience in deep learning system implementation, model training and inference optimization, CPU/GPU acceleration…
招聘城市：新加坡
…TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks
Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
Explore nextgeneration RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Currently enrolled as a PhD student in Computer Science or a closely related field
Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
Strong handson programming skills, with solid experience in deep learning system implementation, model training and inference optimization…
招聘城市：新加坡
…TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks
Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
Explore nextgeneration RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Currently enrolled as a PhD student in Computer Science or a closely related field
Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
Strong handson programming skills, with solid experience in deep learning system implementation, model training and inference optimization…
招聘城市：新加坡
…TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks
Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
Explore nextgeneration RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Currently enrolled as a PhD student in Computer Science or a closely related field
Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
Strong handson programming skills, with solid experience in deep learning system implementation, model training and inference optimization…
招聘城市：新加坡
…TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks
Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
Explore nextgeneration RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Currently enrolled as a PhD student in Computer Science or a closely related field
Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
Strong handson programming skills, with solid experience in deep learning system implementation, model training and inference optimization…
招聘城市：新加坡
…TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks
Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
Explore nextgeneration RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
Currently enrolled as a PhD student in Computer Science or a closely related field
Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
Strong handson programming skills, with solid experience in deep learning system implementation, model training and inference optimization…
招聘城市：新加坡
…D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.
What the Role Entails
1. Conduct research on RL algorithms for multimodal models, including diffusion models for image, video, and 3D generation, autoregressive models for multimodal understanding, and potentially unified multimodal frameworks.
2. Design and develop RL infrastructure and reward modeling strategies to enable efficient large-scale training, improve training stability, and mitigate reward hacking and related failure modes.
3. Explore next-generation RL paradigms that more directly and effectively learn from environment feedback.
Who We Look For
1. Currently enrolled as a PhD student in Computer Science or a closely related field.
2. Demonstrated strong research capability, with publications in top-tier conferences such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, SIGGRAPH.
3. Strong hands-on programming skills, with solid experience in deep learning system implementation, model training and inference optimization, CPU/GPU acceleration…
招聘城市：新加坡
…What the Role Entails
1.Conduct research and development on multimodal processing algorithms and models, including but not limited to image and video understanding and generation, as well as alignment and integration of multimodal information with textual data;
2. Design and optimize existing algorithms to improve performance and accuracy, ensuring a high-quality user experience;
3. Conduct in-depth research on and stay up to date with cutting-edge technologies in multimodal learning, NLP, CV, and related fields, and promptly apply new technologies to products.
4. Explore and develop reinforcement learning algorithms and frameworks, including but not limited to policy optimization, reward modeling
Who We Look For
1. Bachelor’s degree or above in Computer Science, Information Engineering, Pattern Recognition, Artificial Intelligence, or related fields;
2. Proficient in fundamental algorithms and applications related to computer vision and image processing; familiar with at least one deep learning framework such as Caffe…
招聘城市：新加坡
…or multimodal agents
- Implement and experiment with large-scale models (training, fine-tuning, evaluation)
- Design new model architectures, objectives, or data pipelines
- Work with large multimodal datasets (image, video, text, UI trajectories, etc.)
- Contribute to papers, technical reports, and open-source projects
- Collaborate with cross-functional teams on research prototypes
Who We Look For
Currently pursuing a PhD or Master’s in Computer Science, AI, Machine Learning, or related fields
Strong background in deep learning and machine learning fundamentals
Solid programming skills in Python and PyTorch/JAX
Experience with at least one of:
- Vision–language models
- Large language models
- Video understanding/generation
- Reinforcement learning or imitation learning
- Strong problem-solving and research skills
Publications at top conferences (CVPR, ICCV, NeurIPS, ICLR, ACL, etc.)
Experience training large models or working with distributed systems
Experience with multimodal datasets and evaluation benchmarks
Familiarity with:
- Transformer architectures and scaling laws
- Multimodal alignment (contrastive learning…
招聘城市：新加坡
…technical cooperation, etc.
What the Role Entails
Design a multimodal controllable generation framework supporting various inputs such as keyboard, controller, trajectory, and voice.
Research high-fidelity generation under sparse control signals and explore the extension of conditional control paradigms in the video domain.
Achieve the decoupling and combination of trajectory control, camera control, motion control, and posture control.
Design dedicated control modules tailored to different game genres.
Develop video generation capabilities for multi-player collaborative control, ensuring low-latency response and inter-frame state retention.
Collaborate with the Engine/Agent teams to define standardized interfaces for controllable signals.
Drive the joint optimization of controllable generation and Reinforcement Learning post-training.
Who We Look For
Ph.D. in AI-related fields, focusing on Computer Vision/Deep Learning.
Proficient in conditional generation models and multi-player/multi-channel control technologies; familiar with the principles of diffusion models.
Project experience in camera control…
招聘城市：新加坡
…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…
招聘城市：新加坡
…IP, DNS, HTTP basics.
Core Competencies:
- Analytical problem-solving and passion for infrastructure technologies.
- Ability to learn quickly in a fast-paced environment.
- Bilingual Fluency in English & Chinese to deal with both HQ and International stakeholders (written and verbal)
- Basic Mandarin communication skills are required to collaborate with China-based teams and access internal resources.
- Experience with cloud platforms (Tencent Cloud, AWS, or Azure).
- Familiarity with IaC tools (Terraform, Ansible) or observability stacks (ELK, Prometheus).
Knowledge of containerization (Docker/Kubernetes).
Experience with at least one of:
- Vision–language models
- Large language models
- Video understanding/generation
- Reinforcement learning or imitation learning
- Strong problem-solving and research skills
Publications at top conferences (CVPR, ICCV, NeurIPS, ICLR, ACL, etc.)
Experience training large models or working with distributed systems
Experience with multimodal datasets and evaluation benchmarks
Familiarity with:
- Transformer architectures and scaling laws
- Multimodal alignment (contrastive learning, instruction tuning)
- Agent training (RLHF/RLAIF, planning…
招聘城市：新加坡
…with tools such as Terraform, Ansible, ELK, or Prometheus
Containerization: Knowledge of Docker / Kubernetes
Core CompetenciesStrong analytical and problem-solving mindset, with a passion for infrastructure technologies.
Ability to learn quickly and thrive in a fast-paced environment.
Publications at top conferences (CVPR, ICCV, NeurIPS, ICLR, ACL, etc.) .
Experience training large models or working with distributed systems.
Experience with multimodal datasets and evaluation benchmarks.
Fluency in English and Mandarin to collaborate effectively with international teams and HQ stakeholders.
Must-Have ExperienceAt least one of the following areas:
Vision-language models (VLMs)
Large language models (LLMs)
Video understanding and generation
Reinforcement learning or imitation learning
Transformer architectures and scaling laws
Multimodal alignment (contrastive learning, instruction tuning)
Agent training (RLHF/RLAIF, planning, tool use)
Synthetic data generation or simulation environments
Experience with long-context training or memory mechanisms
Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that…
招聘城市：新加坡
…research in ultra-long sequence modeling, multimodal large models for recommendation, multi-scenario & multi-task learning, and scaling up complex cross networks.
Bidding Mechanism: Optimize algorithmic strategies for cost attainment, volume scaling, and cold start. This includes but is not limited to applying reinforcement learning and generative bidding techniques.
Industry-Specific Algorithms: Optimize models and strategies for key industries such as gaming and e-commerce. This includes but is not limited to exploring AI-powered intelligent delivery solutions.
Who We Look For
Bachelor's degree or above in Computer Science, Mathematics, Artificial Intelligence, or a related field.
Solid programming skills and algorithmic foundation, proficient in at least one programming language such as Python, C++, Go, or Scala.
Strong theoretical foundation in machine learning/deep learning, proficient in at least one mainstream deep learning framework like TensorFlow or PyTorch.
Familiar with the use of big data platform tools like Hadoop, Spark…
招聘城市：伦敦
…or Master's degree in AI-related fields (video understanding, video prediction, reinforcement learning, or multimodal generation).
2. Good understanding of the internal mechanisms of video generation/VLM models and diffusion model principles.
3. Academic or project experience in interactive video generation, controllable generation, or multimodal understanding.
4. Solid coding and engineering skills; able to assist in building and debugging model training pipelines.
5. Proficient in Python/PyTorch; publications in related fields are a strong plus.
6. Familiarity with Game AI, simulation environments, or reinforcement learning frameworks is preferred.
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.
Work Location: UK-London
岗位要求：
岗位要求详情请见上方…
招聘城市：伦敦
…technical roadmaps.
Who We Look For
1.Ph.D. in AI-related fields, covering areas such as video understanding, video prediction, reinforcement learning, or multimodal generation and understanding.
2.Deep understanding of the internal mechanisms of both video generation and VLM models; familiar with diffusion model principles.
3.Research experience in interactive video generation or controllable video generation.
4.Ability to independently design complex model training pipelines with strong engineering skills.
5.Proficient in Python/PyTorch, with publications in video understanding, controllable generation, or reinforcement learning.
6.Experience with Game AI, simulation environments, or closed-loop systems is preferred.
7.Relevant publications in top-tier conferences or journals are preferred.
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…
招聘城市：新加坡
…developers, artists, and designers — to integrate AI-generated content seamlessly into gameplay experiences.
● Continuously explore and apply the latest research trends in 3D generation, video understanding, multimodal reasoning, and simulation-based RL to enhance production efficiency and creativity in games.
Who We Look For
● PhD degree in Computer Vision, Computer Graphics, Machine Learning, Robotics, or a related field.
● Strong research background in at least one of the following areas:
– 3D Object or Scene Generation
– Video Generation / World Modeling
– Human Motion Capture or Generation
– Vision-Language Models (VLM)
– Reinforcement Learning / Agentic AI
● Publications in top-tier conferences or journals (CVPR, ICCV, ECCV, SIGGRAPH, SIGGRAPH Asia, NeurIPS, ICML, ICLR, PAMI, IJCV, TOG, TVCG, etc.).
● Proficiency in deep learning frameworks (e.g., PyTorch, TensorFlow) and experience in large-scale model training or evaluation.
● Excellent teamwork and communication skills, with demonstrated ability to collaborate in a fast-paced…
招聘城市：北京
…分工、协同探索与智能集成；
【为什么是我们】
1.获得在业内最前沿的大模型认知和技术积累，团队人才密度高且具备良好的研究、讨论氛围，鼓励大家研究最重要、最难、最开放的问题；
2.研究成果丰硕，在 agent / multi-modal agent、posttrain、reinforcement learning、memory & evolving system 等方向进行了系统探索，仅过去半年就产出 ICLR 2篇，ACL 1篇，ICML 5篇，另有10篇以上 NeurIPS/EMNLP 工作在投，投稿工作顶会中稿率达 80%，代表工作包括 VitaBench / ScaleEnv / CoBA-RL / MemOCR / Skill0 / Skill1 / SDAR 等；
3.有充足的数据和GPU资源用于实验探索，同时有良好的高校科研合作链接和丰富的学术资源，助力大家探索最重要、最难、最开放的问题；
4.工作环境优越…
