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Applied Machine Learning Intern

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Tencent

1mo ago

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

AI generated summary

  • You should be pursuing a Master’s/Ph.D. in a quantitative field, have deep learning/reinforcement learning experience, proficient in Python, teamwork skills, and ideally C++, gaming, and Unreal Engine knowledge.
  • You will analyze data, develop machine learning models, collaborate with teams, and provide insights to enhance game development and operations while staying updated on industry trends.

Requirements

  • Currently enrolled in a Master's or Ph.D. program in a quantitative discipline such as statistics, machine learning, computer science, math, etc.
  • Expertise in deep learning and/or reinforcement learning with hands-on experience.
  • Proficient in Python.
  • Strong team work skills.
  • Proficient in C++ is preferred.
  • Experience in video game is preferred.
  • Experience with Unreal Engine is preferred.
  • Publication in top machine learning/data mining/AI/information retrieval/applied math/statistics conference or journal is preferred.

Responsibilities

  • Apply advanced analytic methods to solve business problems and deliver solutions in game development, publishing, and live-ops.
  • Support the development of end-to-end data products, including data analysis, experimentation, machine learning model development, validation, and serving.
  • Interact cross-functionally with various teams such as game studios, product and engineering teams and provide actionable business insights for stakeholders.
  • Keep up with the latest trends in data science and machine learning, effectively apply advanced technologies and tools in gaming.

FAQs

What is the duration of the Applied Machine Learning Intern position?

The job description does not specify the duration of the internship, so you may need to inquire during the application process.

Is prior experience in game development required for this role?

Experience in video games is preferred but not necessarily required. Candidates should focus on their technical skills and relevant knowledge in machine learning.

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

Proficiency in Python is required, and knowledge of C++ is preferred.

Are there any specific educational qualifications needed for this internship?

Yes, candidates should be currently enrolled in a Master's or Ph.D. program in a quantitative discipline such as statistics, machine learning, computer science, math, etc.

Is there an opportunity for publication or research collaboration in this role?

Yes, having a publication in top machine learning, AI, or related fields is preferred, indicating that there may be opportunities for research or collaboration.

What skills are emphasized for collaboration within the team?

Strong teamwork skills are emphasized, as the role involves interacting cross-functionally with various teams.

Will I have the chance to work with cutting-edge technologies in this role?

Yes, the role involves keeping up with the latest trends in data science and machine learning, and effectively applying advanced technologies and tools in gaming.

Will there be any training provided for interns?

The job description does not specify training details; however, it is common for internships to include mentorship and training opportunities.

How does Tencent promote diversity in the workplace?

Tencent fosters an environment where diverse voices are valued, supporting employees to achieve both individual and common goals, as stated in the equal employment opportunity section.

What is the focus of the projects I might work on as an intern?

Interns will focus on applying advanced analytic methods to solve business problems related to game development, publishing, and live-ops, including developing AI bots driven by Deep Reinforcement Learning.

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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.

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