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通用信息

地点：Melbourne, Victoria, Australia 
  • 地点: Melbourne
  • 州: Victoria
  • 国家/地区: Australia

  • 地点: Sydney
  • 州: New South Wales
  • 国家/地区: Australia


角色 ID
214181
工作人员类型
Regular Employee
工作室/部门
Global Publishing - APAC
弹性工作安排
Hybrid

Description & Requirements

Electronic Arts 打造更高层次的娱乐体验，激励世界各地的玩家和粉丝。在这里，每个人都是故事的主角。活跃社群，畅联全球。这里充满创造力，鼓励新观点，注重好创意。这是一支人人都能让游戏成为现实的团队。

We are the Electronic Arts' Asia Publishing team. Our teams build meaningful relationships with hundreds of millions of players around the world who love our games. We aim to be the best at meeting players where they are and supporting them throughout their journey with EA. Our teams develop the strategic vision of our products, run outstanding multi-channel campaigns, build global engagement across all touch points, develop global insights, and propel sales and global publishing. We understand the dynamic global landscape so we can bring relevant content, promotions, and help to players anywhere.

About the Role

As part of the Publishing Insights and Markets team you will work alongside data engineers, scientists, and analysts in Asia and globally, to perform quantitative analysis of internal and external data sets and play an important role in the building and maintenance of statistical and ML models that can be used to recommend actions that improve player experiences. You will help identify opportunities that exist in our important markets, create a better understanding on what drives player and market behaviors, analyze data and build trend detection tools/dashboards to help EA reach our future ambitions.

Key Responsibilities

  • Expand, enhance, and maintain existing segmentation models to create customer personas for our priority games and markets
  • Expand, enhance, and maintain existing forecasting models to provide direction of expected behaviors and performance in the marketplace
  • Perform thorough testing and validation of models to maintain accuracy of output
  • Explore first and third-party datasets to conduct quantitative analysis that identifies relevant metrics and surfaces unseen trends to help inform decisions for the team
  • Work with analysts to align data science outputs to business requirements and contribute to the automation of distributed reports using these data science outputs
  • Write and maintain documentation for assigned models and pipelines
  • Proactively learn new tools and technologies in the data, ML, and AI space 
  • Participate in group discussions and contribute to the overall improvement of the team’s ways of working

Requirements

  • Tertiary Education in the field of Data Science, Statistics, Computer Science, or equivalent practical experience
  • 2+ years or more experience in a data science role with experience using programming languages like python or R
  • Understanding of statistical and ML fundamentals and statistical modelling techniques which are commonly used, and understanding of their trade-offs
  • Familiarity with SQL and working with databases
  • Familiarity with data visualization tools such as Power BI, Looker, Tableau
  • Strong problem-solving and communication skills

Nice to have

  • Familiarity with EA games, similar games, or gaming in general
  • Experience with machine learning or statistical models applied in a variety of commercial environments 
  • Good sense of best practices including the effective use of code repositories
  • Experience with libraries such as pandas, scikit-learn, or TensorFlow
  • Understanding of agile methodologies

What we offer

  • Working with models and data in the gaming industry
  • Opportunity to work with local and global teams, both with technical and non-technical backgrounds
  • Mentorship from experienced data scientists and technical leads
  • Clear career progression and path to senior roles
  • Collaborative and supportive team environment


Electronic Arts
我们拥有全面的游戏组合和丰富的体验，在世界各地设有分支机构，而且在整个 EA 提供大量机会。我们非常重视适应能力、韧性、创造力和好奇心。我们提供领导岗位让您发挥潜力，为学习和尝试提供空间，赋能您出色地完成工作并寻求成长的机会。

我们对福利计划采用整体方法，强调身体、情感、财务、职业和社区健康，以支持平衡的生活。我们的套餐专为满足当地需求而量身定做，可能包括医疗保险、心理健康支持、退休储蓄、带薪休假、家事休假、免费游戏等。我们营造和谐的环境，让各个团队始终都能尽展所能。

Electronic Arts 是一个注重机会平等的雇主。在聘用员工时不会考虑其种族、肤色、国籍、血统、生理性别、社会性别、性别认同或表达、性取向、年龄、遗传信息、宗教、身心障碍、医疗状况、怀孕状况、婚姻状况、家庭状况或兵役状况，或任何受法律保护的其他特征。我们也会遵守相关法律，考虑招聘有过犯罪记录的合格应聘者。EA 还会根据适用法律的要求，为合资格的残障人士提供工作场所的便利。