Data Scientist Intern

Singapore, Singapore, Singapore

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Not SpecifiedCompensation

InternshipExperience Level

Part TimeJob Type

UnknownVisa

Video Games, BiotechnologyIndustries

Requirements

Candidates should have a strong understanding of statistical models, machine learning principles, and experience with data mining projects. Proficiency in at least one programming language and familiarity with basic data structures and algorithms are required. Preferred qualifications include experience with machine learning, deep learning, and recommendation algorithms, NLP experience, causal inference or optimization algorithms, big data experience with distributed computation frameworks like Hadoop or Spark, and strong logical thinking and communication skills, preferably with game industry familiarity. Research experience and academic publications are also preferred.

Responsibilities

The Data Scientist Intern will research state-of-the-art machine learning, deep learning, social-network data mining, and recommendation algorithms using game data. They will design, evaluate, and improve core algorithms and strategies for online AI serving, conduct in-depth statistical analysis of large-scale data to mine user behavior and attributes, and build user portraits. Responsibilities also include performing sentiment analysis, topic modeling, and summarization on user comments, identifying user pain points through data to propose retention strategies, and improving data analysis pipelines using distributed computation platforms to develop efficient data mining solutions. Additionally, the intern will research AI agents for upgrading existing working pipelines.

Skills

machine learning

deep learning

social-network data mining

recommendation algorithms

statistical analysis

user behavior analysis

sentiment analysis

topic modeling

data mining

AI agents

clustering

classification

distributed computation

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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