Game gears

Data Scientist (Gamedev)

7.0/10
Game gears
Not specified
Remote
mid
about 2 hours ago
aigamefigamingtechPythonNumPyPandasScikit-learnSciPyLightGBMSHAPPlotly
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Overview

Join Game gears as a Data Scientist to work on the mobile project Aliens vs Zombies: Invasion, focusing on machine learning and data analysis. We are looking for an experienced Data Scientist to join our work on the mobile project โ€” Aliens vs Zombies: Invasion. You will work with large volumes of data from a live project, focusing on machine learning: finding hidden patterns, building predictive models, and helping the product grow through quality ML solutions.

What you'll do

  • โ€ขDesign, train, and maintain ML models for predicting LTV and other business metrics.
  • โ€ขDevelop user churn prediction models.
  • โ€ขConduct user segmentation for personalizing the gaming experience.
  • โ€ขFind effective proxy events for optimizing product decisions.
  • โ€ขConduct factor analysis (SHAP + multiplier framework (tutorial/engagement signals)) and evaluate the impact of various features on key metrics.
  • โ€ขAnalyze unstructured data (e.g., for automating player feedback processing).

Conditions

  • โ€ขFully remote work. Work from anywhere, five-day work week, working hours from 11:00 AM to 8:00 PM Moscow time.
  • โ€ขOfficial employment and "white" payment. Contract with a foreign company, payments in dollars/euros to your foreign account.
  • โ€ขReal data and scale. Live game Aliens vs Zombies: Invasion with a large audience and direct access to raw data (ClickHouse).
  • โ€ขCutting-edge technologies and AI: access to a vast list of top neural networks and AI tools, including Claude Code, to accelerate development and coding.
  • โ€ข22 working days of paid vacation.
  • โ€ขA team without bureaucracy. Small team, flat structure, fast communication, and direct contact with management.

Skills

PythonNumPyPandasScikit-learnSciPyLightGBMSHAPPlotlySQLClickHouseGitLab
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