Hunyuan AIGC Algorithm Researcher intern (World Model Foundation Direction) at Tencent

Palo Alto, California, United States

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$80,169 – $120,000Compensation

Internship, Junior (1 to 2 years)Experience Level

InternshipJob Type

UnknownVisa

Artificial Intelligence, TechnologyIndustries

Requirements

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

Responsibilities

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

Skills

Key technologies and capabilities for this role

Deep LearningLarge ModelsDiffusion ModelsAutoregressive ModelsText-to-ImageText-to-VideoPre-trainingSFTRLDistributed TrainingGPU AccelerationModel Optimization

Questions & Answers

Common questions about this position

What is the salary range for this intern position?

The expected base pay range is $80,169.00 to $120,000.14 per year, with actual pay varying based on job-related knowledge, skills, and experience.

Is this position remote or onsite, and where is it located?

The position is located in Palo Alto, California, US. Remote work policy is not specified.

What skills and experience are required for this role?

Candidates need a Bachelor’s degree or higher in Computer Science, AI, Mathematics or related, solid foundation in deep learning with large model R&D experience, and familiarity with deep learning networks, model tuning, acceleration, and distributed training. Preferred: experience in Diffusion/Autoregressive Models, text-to-image/video generation, top-tier publications, and ACM/NOIP competition participation.

What is the company culture like at Tencent?

Tencent fosters an inclusive environment as an equal opportunity employer, believing diverse voices fuel innovation, and supports employees to achieve individual and common goals.

What makes a strong candidate for this intern role?

Strong candidates have a relevant degree, proven large model R&D experience especially in Diffusion/Autoregressive Models or generation tasks, top-tier publications, hands-on optimization skills, ACM/NOIP participation, and strong learning, communication, and teamwork abilities.

Tencent

Internet platform for social, gaming, fintech

About Tencent

Tencent is a technology company that focuses on enhancing the daily lives of internet users and assisting businesses in their digital transformation. It operates in various sectors, including social networking, entertainment, fintech, and cloud computing. Tencent's main products include WeChat, a messaging and mobile payment app with over a billion users, and Tencent Games, which produces popular video games like Honor of Kings and PUBG Mobile. The company generates revenue through online advertising, subscription services, in-app purchases, mobile payments, and cloud services. Unlike many competitors, Tencent has a diverse business model that allows it to serve both individual users and enterprises effectively. The goal of Tencent is to enrich user experiences and support businesses in their digital journeys.

Shenzhen, ChinaHeadquarters

1998Year Founded

$31.5MTotal Funding

IPOCompany Stage

Consumer Software, Enterprise Software, Fintech, AI & Machine Learning, GamingIndustries

10,001+Employees

Benefits

Professional Development Budget

Risks

Tencent's addition to the US blacklist may affect its operations and partnerships.

Developing Call of Duty mobile version may lead to competitive tensions with Microsoft.

Investment in blockchain exposes Tencent to volatile regulatory environments.

Differentiation

Tencent's WeChat app integrates messaging, social media, and mobile payments seamlessly.

Tencent Games is a global leader with popular titles like Honor of Kings and PUBG Mobile.

Tencent Cloud offers scalable solutions for businesses, enhancing digital transformation efforts.

Upsides

Tencent's investment in blockchain technology could enhance its fintech and cloud services.

The Hunyuan-Large language model advances Tencent's AI capabilities in social networking and gaming.

Collaboration with DYXnet on AI solutions opens new avenues in digital transformation services.

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