Data Mining / Game Service / Tokyo

1 Day ago • All levels • $27,000 PA - $67,500 PA

Job Summary

Job Description

As a data mining specialist, you will be working with large amounts of data accumulated from games and services operated by Cygames to improve these games and services. You will serve as an advisor to game and service producers and directors, proposing measures based on constructed hypotheses and measuring effects, including aggregation and report creation. You will also communicate the importance of data to project members of games and services, and create an environment to access the data. This includes data aggregation and report creation using SQL, issue discovery and measure verification, providing advice and proposals to various staff within the company, visualizing and operating data using analysis tools, discovering and proposing new numerical indicators, and modeling using specialized knowledge of statistical analysis and machine learning.
Must have:
  • Data aggregation and report creation using SQL.
  • Issue discovery and measure verification.

Job Details

仕事内容

Cygamesが運営するゲームやサービスに蓄積された大量のデータを駆使して、
ゲームやサービスの改善につながる業務を担当していただきます。

ゲームやサービスのプロデューサーやディレクターの参謀役として、
構築した仮設を元にした施策提案だけでなく、
集計やレポートの作成を含む効果測定まで行っていただきます。

担当するゲームやサービスのプロジェクトメンバーにデータの重要性を伝えデータに
アクセスする環境を整備する業務も行っていただきます。

  • SQLを用いたデータ集計、レポート作成
  • 課題発見や施策検証
  • 社内の様々なスタッフに対する助言と提案
  • 分析ツールを用いたデータの可視化と運用
  • 新しい数値指標の発見と提案
  • 統計解析や機械学習の専門的知識を活かしたモデリング 等

関連記事

Cygames Magazine:

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