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Data Science Intern

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Tencent

Feb 26

  • Internship
    Full-time
    Off-cycle Internship
  • Data
    Software Engineering
  • Palo Alto
  • Quick Apply

AI generated summary

  • You need a master’s or higher in computer science, machine learning, or math/statistics, strong skills in modeling and analysis, and proficiency in Python or SQL, plus insights into gaming and CRM.
  • You will analyze data for gaming insights, develop workflows with Python and SQL, create BI reports, model data analysis frameworks, and collaborate with teams on data solutions.

Requirements

  • A master's degree or above in computer science, machine learning, or math/statistics.
  • A passion for applying mathematical models and computer science technology to CRM, along with profound insights into the gaming industry.
  • Expertise in mathematical modeling, statistical analysis, and machine learning, including statistics, machine learning, AB testing, etc.
  • Proficiency in programming languages such as Python, SQL, or related languages.

Responsibilities

  • Collecting, analyzing, and interpreting data to provide data-driven insights and solutions for business problems in the gaming industry, including various analysis and modeling scenarios in the stage of CRM.
  • Developing computational workflows based on Python, SQL, and big data tools to handle and analyze large complex datasets; Utilizing BI tools like Preset/Tableau to develop data reports and support data insights and business analysis.
  • Modeling and developing scalable, efficient, automated data analysis, AB testing, machine learning, validation, and service frameworks.
  • Collaborating with product managers and data engineers to design and implement end-to-end data solutions for issues in game development, publishing, and operation.

FAQs

What qualifications are required for this internship?

A master's degree or above in computer science, machine learning, or math/statistics is required for this internship.

What programming languages should I be proficient in to apply for this role?

Proficiency in programming languages such as Python, SQL, or related languages is required.

What type of experience is preferred for candidates applying for this position?

Candidates should have expertise in mathematical modeling, statistical analysis, and machine learning, including skills in statistics, AB testing, etc.

Will I have the opportunity to collaborate with other teams?

Yes, you will collaborate with product managers and data engineers to design and implement end-to-end data solutions.

What tools will I be using for data analysis and reporting?

You will use big data tools, Python, SQL, and BI tools like Preset/Tableau for data analysis and reporting.

Is there a focus on the gaming industry for this internship?

Yes, a passion for applying mathematical models and computer science technology specifically to CRM within the gaming industry is essential.

What types of analyses will I be involved in during this internship?

You will be collecting, analyzing, and interpreting data to provide insights and solutions for business problems in gaming, including various analyses and modeling scenarios related to CRM.

Are there any specific areas of machine learning I should be familiar with?

Familiarity with statistical analysis, machine learning techniques, AB testing, and service frameworks is advantageous.

How does Tencent value diversity in its workplace?

Tencent is an equal opportunity employer, believing that diverse voices fuel innovation and create a supportive environment where all employees feel inspired to achieve their goals.

What is the primary mission of Level Infinite, the team hiring for this internship?

Level Infinite aims to deliver engaging and original gaming experiences while fostering a community that promotes inclusivity, connection, and accessibility.

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Tencent

Enriching the lives of Internet users through technology

Technology
Industry
10,001+
Employees
1998
Founded Year

Mission & Purpose

Tencent uses technology to enrich the lives of Internet users. Our communications and social platforms Weixin and QQ connect users with each other, with digital content and daily life services in just a few clicks. Our high performance advertising platform helps brands and marketers reach out to hundreds of millions of consumers in China. Our financial technology and business services support our partners' business growth and assist their digital upgrade. We invest heavily in talent and technological innovation, actively participating in the development of the Internet industry. Tencent was founded in Shenzhen, China, in 1998, and listed on the Main Board of the Stock Exchange of Hong Kong since June 2004.