Data Scientist

4 days ago


Dublin, Dublin City, Ireland 2K Full time

About Us

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2K is headquartered in Novato, California and is a wholly owned label of Take-Two Interactive Software, Inc. (NASDAQ: TTWO). Founded in 2005, we are a global video game company, publishing titles developed by some of the most influential game development studios in the world.

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Job Description

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We are seeking a skilled Applied Scientist to join our Applied AI Team in the Product Organization with a focus on our flagship franchise NBA 2K. Our team leverages AI, machine learning, statistics, operations research, and economics to enhance and optimize 2K's games.

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Responsibilities

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  • Develop and deploy machine learning algorithms to impact in-game experiences.
  • Collaborate with game development, LiveOps, tech, and data engineering teams to apply machine learning and AI solutions to problems in the video gaming industry.
  • Design and implement quantitative models and optimization techniques to support game design, content release strategies, and LiveOps decisions.
  • Work closely with engineers and senior scientists to integrate machine learning models into production environments.
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Requirements

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  • Master's degree in Mathematics, Statistics, Physics, Computer Science, Operations Research, Industrial Engineering, Electrical Engineering or a related quantitative field.
  • 2+ years of experience in machine learning, data science, or applied scientist roles.
  • Proficiency in machine learning—either traditional ML or deep learning (preferably both).
  • Fluency in Python and SQL (or similar scripting languages). Experience with big data technologies such as Apache Spark.
  • Working knowledge of machine learning modeling/computation frameworks such as scikit-learn, PyTorch, Tensorflow, Spark ML.
  • Demonstrated ability to work independently, rapidly prototype solutions, and test new ideas.
  • Strong communication skills, with the ability to explain technical concepts to both technical and non-technical audiences.

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