Hunyuan AIGC Algorithm Research Intern

Lightspeed Studios; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Tencent is seeking a researcher to develop large-scale video world models in Singapore. You will design training datasets, craft foundational model algorithms, and optimize pre-training, SFT, and RL, while evaluating model capabilities and exploring practical downstream applications.

Applicants should have a strong background in deep learning, with experience in diffusion or autoregressive models, and a track record in large-model R&D. Collaborative, curious professionals are encouraged to apply.

Qualifications

• Bachelor’s degree or higher in Computer Science, AI, Mathematics, or related field.
• Solid foundation in deep learning algorithms and large model R&D.
• Experience with diffusion and autoregressive models, or publications in top conferences.
• Familiarity with implementation details of deep learning networks and optimization for training/inference.
• Participation in ACM/NOIP competitions is desirable.
• Strong learning, communication, and teamwork skills.

Responsibilities

• Engage in R&D of large-scale video world models and design training datasets.
• Develop foundational model algorithms and optimize pre-training, SFT, and RL.
• Evaluate model capabilities and explore downstream application scenarios.
• Identify performance bottlenecks and propose principled solutions to accelerate development.

Skills

Deep learning

Distributed training

Model optimization

Teamwork

Education

Bachelor’s degree or higher in Computer Science, AI, Mathematics, or related field

Job description

Business Unit Technology Engineering Group (TEG) is responsible for supporting the company and its business groups on technology and operational platforms, as well as the construction and operation of R&D management and data centers, TEG provides users with a full range of customer services. As the operator of the largest networking, devices, and data center in Asia, 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

Engage in the research and development of large-scale video world models, including the design and construction of training datasets, foundational model algorithm design, optimization related to pre-training, SFT, and RL, model capability evaluation, and exploration of downstream application scenarios.

Analyze R&D challenges scientifically, identify performance bottlenecks, and develop solutions based on first principles to accelerate the development and iteration of world models, ensuring competitiveness and leadership.

Explore diverse paradigms for world model implementation, research next-generation model architectures, and push the boundaries of world model capabilities.

Who We Look For

Bachelor’s degree or higher (preferred) in Computer Science, Artificial Intelligence, Mathematics, or a related field. Solid foundation in deep learning algorithms and proven experience in large model R&D. Candidates with experience in Diffusion Models and Autoregressive Models, publications in top-tier conferences, or practical experience in text-to-image/text-to-video generation are preferred.

• 3.Familiarity with implementation details of deep learning networks and operators, model tuning for training/inference, CPU/GPU acceleration, and distributed training/inference optimization.

Hands-on experience is a plus.

• 4.Participation in ACM/NOIP competitions is highly desirable.
• 5.Strong learning, communication, and teamwork skills, coupled with a keen sense of curiosity.

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.

Who we are

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.

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.