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Data Science Intern

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Tencent

2mo ago

  • Internship
    Full-time
    Off-cycle Internship
  • Data
    IT & Cybersecurity
  • Palo Alto
  • Quick Apply

AI generated summary

  • You need a master’s in CS, machine learning, or math/statistics, strong skills in modeling, statistical analysis, ML, and proficiency in Python and SQL, plus a passion for CRM in gaming.
  • You will analyze complex datasets, develop workflows using Python and SQL, create data reports, model automated analysis, and collaborate with teams to implement data solutions in gaming.

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 the Data Science Intern position?

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

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

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

What tools and technologies will I be using in this role?

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

What kind of projects will I be working on as a Data Science Intern?

You will collect, analyze, and interpret data to provide insights for business problems in the gaming industry, including CRM analysis and modeling.

Will I have opportunities to collaborate with other teams?

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

Is there a focus on machine learning in this internship?

Yes, expertise in machine learning and statistical analysis is important, including tasks like AB testing and model development.

What is the company culture like at Tencent?

Tencent fosters an inclusive and supportive environment, believing that diverse voices fuel innovation and contribute to reaching both individual and company goals.

Are there any internship benefits or support provided?

Specific benefits are not listed in the job description, but as a part of Tencent, interns may receive various forms of support and resources, including mentoring and development opportunities.

Is prior experience in the gaming industry necessary for this position?

While specific experience in the gaming industry is not mandatory, profound insights into the industry and a passion for gaming are expected.

How does Tencent view diversity and inclusion in hiring?

Tencent is an equal opportunity employer that values diverse voices, believing they contribute to better service for users and innovation within the company.

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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.