Hunyuan AIGC Algorithm Researcher (World Model Foundation Direction)

This role involves researching and developing large-scale video world models, including designing training datasets, foundational model algorithm design, and optimizing pre-training, SFT, and RL. The researcher will also evaluate model capabilities, explore downstream applications, analyze R&D challenges, identify performance bottlenecks, and develop solutions. Additionally, the role requires exploring diverse paradigms for world model implementation and researching next-generation model architectures to advance capabilities.

Must Have

• Engage in the research and development of large-scale video world models
• Design and construction of training datasets
• Foundational model algorithm design
• Optimization related to pre-training, SFT, and RL
• Model capability evaluation
• Exploration of downstream application scenarios
• Analyze R&D challenges scientifically
• Identify performance bottlenecks and develop solutions based on first principles
• Explore diverse paradigms for world model implementation
• Research next-generation model architectures
• Bachelor’s degree or higher in Computer Science, Artificial Intelligence, Mathematics, or a related field
• Solid foundation in deep learning algorithms
• Proven experience in large model R&D

Good to Have

• Experience in Diffusion Models and Autoregressive Models
• Publications in top-tier conferences
• Practical experience in text-to-image/text-to-video generation
• Familiarity with implementation details of deep learning networks and operators
• Model tuning for training/inference
• CPU/GPU acceleration
• Distributed training/inference optimization
• Hands-on experience
• Participation in ACM/NOIP competitions
• Strong learning, communication, and teamwork skills
• Keen sense of curiosity

Perks & Benefits

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

What the Role Entails

1. 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.

2. 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.

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

Who We Look For

1. Bachelor’s degree or higher (preferred) in Computer Science, Artificial Intelligence, Mathematics, or a related field.

2. 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.

The expected base pay range for this position in the location(s) listed above is $163,800.00 to $307,600.00 per year. Actual pay may vary depending on job-related knowledge, skills, and experience. Employees hired for this position may be eligible for a sign on payment, relocation package, and restricted stock units, which will be evaluated on a case-by-case basis. Subject to the terms and conditions of the plans in effect, hired applicants are also eligible for medical, dental, vision, life and disability benefits, and participation in the Company’s 401(k) plan. The Employee is also eligible for up to 15 to 25 days of vacation per year (depending on the employee’s tenure), up to 13 days of holidays throughout the calendar year, and up to 10 days of paid sick leave per year. Your benefits may be adjusted to reflect your location, employment status, duration of employment with the company, and position level. Benefits may also be pro-rated for those who start working during the calendar year.