Data Scientist / Analyst

3 Months ago • All levels • Data Analysis • $5,250,000 PA - $10,500,000 PA

Job Summary

Job Description

The Data Scientist/Analyst will join the data science group and work on analysis and problem solving for game operations. The mission is to collaborate with the marketing and game operations departments to maximize sales and profits of the game business through data. Responsibilities include evaluating and optimizing advertising and promotions, providing advice and solving problems for issues in game operations through data approaches, predicting key indicators such as the number of users, and designing and implementing KPIs to be posted on internal BI tools. The role offers the opportunity to work with diverse data from user behavior, advertising, and surveys and tackle a wide range of issues without being limited to a single theme. The role also fosters close communication with promotion and development teams.
Must have:
  • Logical thinking ability.
  • Experience in data processing using SQL (BigQuery etc.).
  • Strong interest in games or marketing.
  • Ability to work proactively with others.
Good to have:
  • Experience in smartphone games, digital marketing.
  • Experience in improving advertising and budget allocation.
  • Practical experience in solving problems using statistics, causal inference, machine learning, and mathematical optimization.
  • Programming skills (Python, R, etc.).

Job Details

当社は「"Entertainment in Real life" エンターテインメントで日常を楽しく、より素晴らしく」をミッションに掲げています。今後も最新のテクノロジーと独創的なアイデアを組み合わせた開発で、これまでにない新しい体験を届けるコンテンツ、いわば"祖"となるコンテンツを届けてゆきたいと考えています。

職務内容

データサイエンスグループに所属し、ゲーム運営の分析・課題解決に取り組んでいただきます。

■ ミッション
当社のマーケティング部署・ゲーム運営部署と連携し、データによるゲーム事業の売上・利益の最大化を目指します

■ 業務内容
・広告、プロモーションの評価&予算最適化
・ゲーム運営が抱える課題へのデータアプローチによる助言&課題解決
・ユーザー数など重要指標の予測
・社内BIツールへ掲載するKPIの設計と実装

■ この仕事の魅力
・オンラインゲーム事業の特性からユーザー行動・広告・アンケートなど多様なデータを扱えます。
・業務内容に記載の通り、何か一つのテーマに限定せず幅広い課題に取り組むことが可能です。
・プロモーションチームや開発チームとの距離が近く、気軽にコミュニケーションできる職場です。

■ 参考記事
全社から課題を探し出し、データドリブンで改善策を提案。コロプラのデータサイエンスの仕事とは

■ 応募資格
【必須の経験・スキル】
・論理的思考力
・SQLを用いたデータ処理経験(BigQuery等)
・ゲームまたはマーケティング領域への強い関心
・周囲と協力しながら主体的に業務を進める力

【歓迎する経験・スキル】
・スマートフォンゲーム、デジタルマーケティング業界での業務経験
・広告の改善や予算最適配分に関する業務経験
・統計学、因果推論、機械学習、数理最適化等を用いた課題解決の実務経験
・プログラミングスキル(Python、R等)

【求める人物像】
・素直でコミュニケーション力をお持ちの方
・業務改善、課題解決へ意欲をお持ちの方
・各事業部署とのリレーションが多い業務なので、受け身ではなく能動的に進めていける方
・他人の仕事やチーム全体のことを考えられる方

Similar Jobs

bytedance - Traffic Access Architectural SRE - Traffic Infrastructure

bytedance

Singapore (On-Site)
4 Months ago
Devoteam - IT Traineeship - DevOps (Dutch speaking)

Devoteam

Amsterdam, North Holland, Netherlands (On-Site)
9 Months ago
Canonical - Senior Software Engineer - Python/MongoDB

Canonical

(Remote)
2 Months ago
Voki games - Head of Analytics

Voki games

Kyiv, Kyiv City, Ukraine (Hybrid)
3 Weeks ago
Playtika - Live Ops/Monetization Specialist

Playtika

Netherlands (Hybrid)
6 Months ago
Xepelin - Data Scientist

Xepelin

Santiago, Santiago Metropolitan Region, Chile (Hybrid)
3 Months ago
PayPal - Senior Data Scientist

PayPal

Chicago, Illinois, United States (Hybrid)
1 Month ago
Take-Two Interactive - JD Edwards Business Analyst

Take-Two Interactive

Bengaluru, Karnataka, India (Hybrid)
1 Month ago
endava - Senior Data Engineer with Python and Databricks

endava

Timișoara, Timiș, Romania (On-Site)
2 Months ago
Sword Health - Data Science Trainee

Sword Health

Porto, Porto District, Portugal (Hybrid)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

HCL Tech - Python Sr. Tech Lead (Data Analysis)

HCL Tech

Texas, United States (On-Site)
2 Months ago
Capgemini - Splunk Admin I

Capgemini

Mumbai, Maharashtra, India (On-Site)
1 Month ago
AiDash - Software Development Engineer II - Backend

AiDash

Bengaluru, Karnataka, India (Hybrid)
5 Months ago
Wind River - Sr. Manager, Engineering - Sys

Wind River

Chennai, Tamil Nadu, India (On-Site)
1 Week ago
Alpha Sense - Join AlphaSense India Talent Community

Alpha Sense

Mumbai, Maharashtra, India (On-Site)
2 Months ago
Justplay - Director of Data

Justplay

Berlin, Berlin, Germany (Remote)
3 Months ago
WebTech Corporation - Senior Manufacturing Test Engineer

WebTech Corporation

Germantown, Maryland, United States (On-Site)
1 Month ago
London stock Exchange - Model Validation Lead

London stock Exchange

Paris, Île-de-France, France (On-Site)
1 Year ago
Reddit - Machine Learning Engineer, Search (multiple levels)

Reddit

United States (Remote)
2 Months ago
CloudLinux - Kernel Developer

CloudLinux

(Remote)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Jobs in Tokyo, Japan

Zscaler - Account Executive, Commercial

Zscaler

Tokyo, Japan (On-Site)
3 Weeks ago
adglobal 360 - Backend Engineer

adglobal 360

Shibuya, Tokyo, Japan (On-Site)
2 Months ago
Match Group - Head of Product

Match Group

Tokyo, Japan (Hybrid)
1 Year ago
Sony Interactive Entertainment - PlayStation C/C++ Standard Library Development Manager

Sony Interactive Entertainment

Tokyo, Japan (On-Site)
4 Months ago
ISS Stoxx - Customer Success Operations Support

ISS Stoxx

Tokyo, Japan (Hybrid)
1 Year ago
HoYoverse - PR Manager

HoYoverse

Japan (On-Site)
3 Months ago
Boomi  - Channel Sales Account Executive

Boomi

Japan (On-Site)
3 Weeks ago
platinum games - Rigger/Rigging Artist

platinum games

Chiyoda City, Tokyo, Japan (On-Site)
1 Week ago
Niantic - Head of Corporate Operations

Niantic

Tokyo, Japan (Hybrid)
1 Month ago

Get notifed when new similar jobs are uploaded

Data Analysis Jobs

Kyruus Health - Director, Data Analytics

Kyruus Health

United States (Remote)
3 Weeks ago
Ubisoft - Data Analyst

Ubisoft

Barcelona, Catalonia, Spain (Hybrid)
1 Month ago
dun bradstreet - Senior Principal Data Scientist, AaaS

dun bradstreet

Frankfurt Am Main, Hessen, Germany (Hybrid)
1 Month ago
DevRev - Head of Data Science and Analytics

DevRev

Palo Alto, California, United States (On-Site)
1 Week ago
ShyftLabs - Data Architect (Data Modernization)

ShyftLabs

Toronto, Ontario, Canada (Hybrid)
1 Month ago
Impact Analytics - Data Science Lead

Impact Analytics

Bengaluru, Karnataka, India (On-Site)
11 Months ago
Inkittt - Senior Data Engineer (m/f/d)

Inkittt

Krakow Am See, Mecklenburg-Vorpommern, Germany (Hybrid)
8 Months ago
Go Fund Me - Senior Data Engineer

Go Fund Me

Buenos Aires, Buenos Aires, Argentina (Hybrid)
1 Week ago
CookUnity - Staff Data Scientist

CookUnity

New York, United States (On-Site)
1 Week ago
Aera Technology - Data Scientist – DS & Model Support

Aera Technology

Pune, Maharashtra, India (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Tokyo, Japan (On-Site)

Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

Tokyo, Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

Minato City, Tokyo, Japan (On-Site)

View All Jobs

Get notified when new jobs are added by Colo pl

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug