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Mô tả công việc
Game Data Analyst is an engaging and challenging role that requires strong understanding of mathematical models and statistical knowledge as well as passion for gaming and game design.
As a Game Data Analyst, your main tasks would consist in :
• Deconstructing the existing systems in the game balance and proposing improvements based on data.
• Establishing and defining the game economy, working closely with the game team.
• Analyzing player behavior, evaluating game performance and reporting suggestions accordingly.
Detailed Responsibility:
• Collaborate with product development teams (game or gamification solutions) to understand the insight and prioritize the analysis needs
• Acquire data from primary or secondary data sources and maintain databases/data systems
• Filter and "clean" data by discovering any mismatches or outliers
• Analyze data using statistical techniques and provide ongoing reports
• Identify and interpret trends or patterns in complex data sets
• Present information using dashboards and other data visualization techniques
• Propose suggestions to business challenges
• Analyze Jira Data to propose enhancement/KPI for production process
• Develop, implement, automate data collection systems, data analytics and other strategies that optimize statistical efficiency and quality
• Locate and define new improvement opportunities
• Point out bottlenecks in production
• Analyzing and deconstructing the existing systems in the game balance and looking for improvements based on data.
• Analyze player behavior, evaluate game performance and report suggestions accordingly.
• Working together with the key stakeholders in the game team to establish and define the game economy.
• Identifying the potential sale drivers for the different product categories in the game economy, defining the key points of exposure for those drivers.
• Provide semester full player analysis for each projects
• Provide quarterly full data analysis of all the games
• Provide quarter list of recommendations based on data for each project
• Provide monthly main kpis data evolution for each project
As a Game Data Analyst, your main tasks would consist in :
• Deconstructing the existing systems in the game balance and proposing improvements based on data.
• Establishing and defining the game economy, working closely with the game team.
• Analyzing player behavior, evaluating game performance and reporting suggestions accordingly.
Detailed Responsibility:
• Collaborate with product development teams (game or gamification solutions) to understand the insight and prioritize the analysis needs
• Acquire data from primary or secondary data sources and maintain databases/data systems
• Filter and "clean" data by discovering any mismatches or outliers
• Analyze data using statistical techniques and provide ongoing reports
• Identify and interpret trends or patterns in complex data sets
• Present information using dashboards and other data visualization techniques
• Propose suggestions to business challenges
• Analyze Jira Data to propose enhancement/KPI for production process
• Develop, implement, automate data collection systems, data analytics and other strategies that optimize statistical efficiency and quality
• Locate and define new improvement opportunities
• Point out bottlenecks in production
• Analyzing and deconstructing the existing systems in the game balance and looking for improvements based on data.
• Analyze player behavior, evaluate game performance and report suggestions accordingly.
• Working together with the key stakeholders in the game team to establish and define the game economy.
• Identifying the potential sale drivers for the different product categories in the game economy, defining the key points of exposure for those drivers.
• Provide semester full player analysis for each projects
• Provide quarterly full data analysis of all the games
• Provide quarter list of recommendations based on data for each project
• Provide monthly main kpis data evolution for each project
Yêu cầu
• Proven working experience as a Data Analyst or Business Data Analyst
• Technical expertise regarding data models, database design development, data mining and segmentation techniques
• Knowledge of and experience with reporting packages (Business Objects etc.), databases (SQL etc.), programming (XML, JavaScript, or ETL frameworks)
• Knowledge of Jira (Data, Dashboards, JQL queries)
• Knowledge of statistics and experience using statistical packages for analyzing datasets (Excel, SPSS, SAS etc.)
• Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy
• Adept at queries, report writing and presenting findings
• Degree in Mathematics, Economics, Computer Science, Information Management or Statistics is a plus
• Professional English competency
• High presentation & reporting skills
• Good communication skills
• Knowledge of Microsoft Office applications
• Business Intelligence tools as Metabase or Microsoft Power BI is a plus
• Business Intelligence in Gaming, and Kids Gaming are a plus
• Knowledge in project management is a plus
• Technical expertise regarding data models, database design development, data mining and segmentation techniques
• Knowledge of and experience with reporting packages (Business Objects etc.), databases (SQL etc.), programming (XML, JavaScript, or ETL frameworks)
• Knowledge of Jira (Data, Dashboards, JQL queries)
• Knowledge of statistics and experience using statistical packages for analyzing datasets (Excel, SPSS, SAS etc.)
• Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy
• Adept at queries, report writing and presenting findings
• Degree in Mathematics, Economics, Computer Science, Information Management or Statistics is a plus
• Professional English competency
• High presentation & reporting skills
• Good communication skills
• Knowledge of Microsoft Office applications
• Business Intelligence tools as Metabase or Microsoft Power BI is a plus
• Business Intelligence in Gaming, and Kids Gaming are a plus
• Knowledge in project management is a plus
Quyền lợi
• Continuous and professional training to fully develop your potential
• Recognition and rewards based on your performance
• Exciting diversity with our talents from around the world.
• Recognition and rewards based on your performance
• Exciting diversity with our talents from around the world.
Thông tin khác
Địa điểm làm việc
➢ 26 Ung Văn Khiêm, Tòa nhà Pax Sky, Phường 25, Quận Bình Thạnh, Hồ Chí Minh (Hồ Chí Minh)
Ngành nghề
SQL Data Analytics
Tính chất công việc
Toàn thời gian
Yêu cầu về bằng cấp (tối thiểu)
Cao Đẳng
Yêu cầu kinh nghiệm
Không yêu cầu
Yêu cầu ngôn ngữ
Tiếng Anh
➢ 26 Ung Văn Khiêm, Tòa nhà Pax Sky, Phường 25, Quận Bình Thạnh, Hồ Chí Minh (Hồ Chí Minh)
Ngành nghề
SQL Data Analytics
Tính chất công việc
Toàn thời gian
Yêu cầu về bằng cấp (tối thiểu)
Cao Đẳng
Yêu cầu kinh nghiệm
Không yêu cầu
Yêu cầu ngôn ngữ
Tiếng Anh
Thông tin chung
- Ngày hết hạn: 23/10/2021
- Thu nhập: 23 triệu - 34 triệu VND
Việc làm tương tự
AIA VIETNAM LIFE INSURANCE CO., LTD
8 triệu - 20 triệu VNĐ/ tháng (Hoa Hồng 30-40% + Thưởng)
10/10/2024
Hồ Chí Minh
Công ty Cổ Phần Giao Hàng Tiết Kiệm - GHTK
Từ 7 triệu - 15 triệu VND
30/10/2024
Hà Nội, Hồ Chí Minh, Hải Phòng, Vĩnh Phúc
Công ty Cổ phần Tập đoàn Sen Group
Lương cơ bản 6.000.000 - 18.000.000 + % Hoa Hồng + Thưởng
18/10/2024
Hồ Chí Minh
Công ty Cổ Phần Giao Dịch Hàng Hóa Gia Cát Lợi
15.000.000vnđ - 20.000.000vnđ
11/10/2024
Hà Nội, Hồ Chí Minh, Bình Dương
CÔNG TY TNHH TMDV THÚ CƯNG VIỆT NAM
10.000.000 VND
09/10/2024
Hồ Chí Minh, Bình Dương
CÔNG TY TNHH TM VÀ DỊCH VỤ KIM NÔNG GOLDSTAR
Từ 10.000.000 - 20.000.000 VND
17/10/2024
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