Principal Researcher – Reinforcement Learning for Large Foundation Models at Tencent

Bellevue, Washington, United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial IntelligenceIndustries

Requirements

Ph.D. in Computer Science, Machine Learning, Artificial Intelligence, or related fields from a top university
Experience of working in leading global companies in the field of large foundation models
Proficient in Python programming and experienced in developing with deep learning frameworks such as PyTorch or TensorFlow
Strong academic background, with publications in top-tier conferences such as NeurIPS, ICLR, ICML, ACL, EMNLP; experience in deep learning research or engineering projects
Excellent communication and teamwork skills, capable of collaborating with cross-functional teams to drive project success and innovation

Responsibilities

Lead in conducting cutting-edge algorithm research, with a focus on the design and optimization of RL algorithms for large foundation models. Research areas include but are not limited to Reinforcement Learning Algorithms, Reward Modeling, and World Models
Conduct large-scale experiments of RL algorithms in scenarios such as complex reasoning and autonomous agents, deliver impactful algorithms for real world applications, and publish influential research papers
Explore frontier technologies in large foundation models, and provide technical solutions aligned with future practical application scenarios

Skills

Key technologies and capabilities for this role

Reinforcement LearningPythonPyTorchTensorFlowDeep LearningReward ModelingWorld ModelsMachine Learning

Questions & Answers

Common questions about this position

What is the salary range for this Principal Researcher position?

The expected base pay range is $156,600 to $294,000 per year, with actual pay varying based on job-related knowledge, skills, and experience.

Where is this position located?

The position is located in US-Washington-Bellevue.

What skills and qualifications are required for this role?

Candidates need a Ph.D. in Computer Science, Machine Learning, AI or related fields from a top university, proficiency in Python and deep learning frameworks like PyTorch or TensorFlow, strong publication record in top conferences like NeurIPS and ICLR, and experience in leading global companies working on large foundation models.

What benefits are offered for this position?

Benefits include medical, dental, vision, life and disability coverage, 401(k) plan participation, 15-25 days of vacation depending on tenure, up to 13 holidays, and up to 10 days of paid sick leave. Employees may also be eligible for a sign-on payment, relocation package, and restricted stock units on a case-by-case basis.

What makes a strong candidate for this Principal Researcher role?

A strong candidate has a Ph.D. from a top university, experience at leading global companies in large foundation models, publications in top-tier conferences, and expertise in RL algorithms like reward modeling and world models, along with excellent communication and teamwork skills.

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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