Hunyuan Multimodal Algorithm Researcher (Omni-Modal)

This role involves conducting research and development for Omni multimodal large models, focusing on designing training data, foundational model algorithms, and optimizing pre-training, SFT, and RL. The researcher will analyze R&D challenges, identify performance bottlenecks, and devise solutions to accelerate model iteration. Key responsibilities also include exploring diverse paradigms for Omni-modal understanding and generation, researching next-generation model architectures, and pushing the boundaries of multimodal AI.

Must Have

• Conduct research and development of Omni multimodal large models
• Design and construct training data
• Design foundational model algorithms
• Optimize pre-training, SFT, and RL
• Evaluate model capabilities
• Explore downstream application scenarios
• Analyze R&D challenges and identify performance bottlenecks
• Devise solutions based on first principles
• Bachelor’s degree or higher in Computer Science, AI, Mathematics, or related fields
• Hands-on experience in large-scale multimodal data processing and high-quality data generation
• Solid foundation in deep learning algorithms
• Practical experience in large model development
• Proficiency in underlying implementation details of deep learning networks and operators
• Experience with model tuning for training/inference
• Experience with CPU/GPU acceleration and distributed training/inference optimization

Good to Have

• Graduate degrees are prioritized
• Familiarity with Diffusion Models
• Familiarity with Autoregressive Models
• Publication in top-tier conferences
• Experience in cross-modal (e.g., audio-visual) research
• Participation in ACM or NOI competitions
• Strong learning agility, communication skills, teamwork, and curiosity

Perks & Benefits

• Medical benefits
• Dental benefits
• Vision benefits
• Life and disability benefits
• Participation in Company’s 401(k) plan
• Sign-on payment (case-by-case)
• Relocation package (case-by-case)
• Restricted stock units (case-by-case)
• 15 to 25 days of vacation per year
• Up to 13 days of holidays per year
• Up to 10 days of paid sick leave per year

Business Unit

What the Role Entails

1. Conduct research and development of Omni multimodal large models, including the design and construction of training data, foundational model algorithm design, optimization related to pre-training/SFT/RL, model capability evaluation, and exploration of downstream application scenarios.

2. Scientifically analyze challenges in R&D, identify bottlenecks in model performance, and devise solutions based on first principles to accelerate model development and iteration, ensuring competitiveness and leading-edge performance.

3. Explore diverse paradigms for achieving Omni-modal understanding and generation capabilities, research next-generation model architectures, and push the boundaries of multimodal models.

Who We Look For

1. Bachelor’s degree (full-time preferred) or higher in Computer Science, Artificial Intelligence, Mathematics, or related fields; graduate degrees are prioritized.

2. Hands-on experience in large-scale multimodal data processing and high-quality data generation is highly preferred.

3. Solid foundation in deep learning algorithms and practical experience in large model development; familiarity with Diffusion Models and Autoregressive Models is advantageous. Publication in top-tier conferences or experience in cross-modal (e.g., audio-visual) research is preferred.

4. Proficiency in underlying implementation details of deep learning networks and operators, model tuning for training/inference, CPU/GPU acceleration, and distributed training/inference optimization; practical experience is a plus.

5. Participation in ACM or NOI competitions is highly valued.

6. Strong learning agility, communication skills, teamwork, and 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.

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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.

Read More