Senior Researcher-Video Generation

OriGen Tech Pte. Ltd.; Singapore; On-site; SGD 150,000 - 210,000; Full time

Job summary

Tencent in Singapore is seeking a research-focused engineer to develop world models for video and image generation. You will design datasets, build foundational architectures, and optimize training pipelines to accelerate R&D and deliver cutting-edge capabilities.

Strong candidates will have publications and hands-on experience with diffusion and autoregressive models, plus a track record in training/inference optimization and distributed systems for large models.

Qualifications

• Solid foundation in deep learning algorithms and proven hands-on experience in large model R&D.
• Experience with Diffusion Models and Autoregressive Models is highly preferred.
• Publications in top-tier conferences/journals and practical experience in text-to-image/video generation are strong pluses.

Responsibilities

• Engage in the R&D of large-scale video world models, including the design and construction of training datasets, foundational model architecture design, optimization of pre-training/SFT/RL pipelines, model capability evaluation, and exploration of diverse downstream application scenarios.
• Conduct scientific analysis of R&D challenges, identify performance bottlenecks, and derive solutions from first principles to accelerate the development and iteration of world models, ensuring competitive edge and technical leadership.
• Explore alternative paradigms for implementing world models, investigate next-generation model architectures, and push the boundaries of what world models can achieve.

Skills

Deep learning fundamentals

Diffusion Models

Autoregressive Models

Training optimization

Education

Bachelor's degree or higher in CS/AI/Math

Tools

Text-to-image generation

Video generation

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

1. 1. Engage in the R&D of large-scale video world models, including the design and construction of training datasets, foundational model architecture design, optimization of pre-training/SFT/RL pipelines, model capability evaluation, and exploration of diverse downstream application scenarios.
2. 2. Conduct scientific analysis of R&D challenges, identify performance bottlenecks, and derive solutions from first principles to accelerate the development and iteration of world models, ensuring competitive edge and technical leadership.
3. 3. Explore alternative paradigms for implementing world models, investigate next-generation model architectures, and push the boundaries of what world models can achieve.

Who We Look For

1. 1. Bachelor's degree or higher (preferred) in Computer Science, Artificial Intelligence, Mathematics, or related fields (full-time education required).
2. 2. Solid foundation in deep learning algorithms and proven hands-on experience in large model R&D. Experience with Diffusion Models and Autoregressive Models is highly preferred. Publications in top-tier conferences/journals and practical experience in text-to-image/video generation are strong pluses.
3. 3. Proficient in the underlying implementation details of various deep learning networks and operators; experienced in training/inference optimization, CPU/GPU acceleration, and distributed training/inference acceleration. Practical experience is highly valued.
4. 4. Exceptional candidates with ACM-ICPC or NOIP competition experience will be given top priority.
5. 5. Strong learning agility, effective communication skills, teamwork spirit, and 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.