Data Science Engineer: Predictive Modeling and User Insights

3 weeks ago


Singapore Tencent Full time

About Us

Level Infinite is a leading global game publisher, offering a comprehensive network of services for games, development teams, and studios worldwide. Our mission is to deliver engaging gaming experiences to a global audience while fostering inclusivity, connection, and accessibility.

We provide a wide range of services and resources to our network of developers and partner studios, helping them unlock the true potential of their games. Our portfolio includes breakout hit games like PUBG MOBILE and Goddess of Victory: NIKKE, as well as collaborative partnerships in games such as Fatshark's Warhammer 40,008: Darktide, Dune: Awakening from Funcom, and Nightingale from Inflexion Studios.

Job Overview

We are seeking an experienced Data Science Engineer to join our team. As a key member of our data analytics group, you will be responsible for developing machine learning models to predict user churn and forecast LTV (Lifetime Value).

Key Responsibilities:

  • Develop advanced statistical techniques and algorithms to improve model performance
  • Perform user segmentation to identify distinct groups within our user base, informing targeted marketing strategies and personalized user experiences
  • Engage in feature engineering to enhance model performance, including selecting, modifying, and creating new features that improve predictive models
  • Utilize sequence modeling techniques to analyze time-series data, identifying trends and patterns that inform strategic business decisions

Requirements

To succeed in this role, you should have:
  • A Master's or PhD degree in Data Science, Computer Science, Statistics, Mathematics, or a related field
  • Strong theoretical understanding of machine learning, statistical analysis, and data modeling
  • Experience with programming languages such as Python or R, and familiarity with machine learning libraries like TensorFlow and PyTorch
  • Ability to handle, process, and analyze large datasets, with experience in SQL or similar database query languages

Salary Range

The estimated annual salary for this position is $120,000 - $180,000, depending on experience and qualifications.

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