跳到内容

通用信息

地点：Vancouver, British Columbia, Canada 
角色 ID
209403
工作人员类型
Regular Employee
工作室/部门
CTO - Data & Analytics
弹性工作安排
Hybrid

描述和要求

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。

As a part of the Data and Analytics team, you will be supporting some of the largest game titles on a cutting-edge project to find mathematically vigorous new ways of getting games in hands. This team is fast-paced, and passion driven, and requires a Data Scientist that is flexible to drive value, work in an agile environment, and who wants to make an immediate impact.

You will report to a Senior Data Scientist under a Director, Data Science. Our team's mandate covers many parts of the player journey from acquisition to churn prevention, and together we will make a pioneering impact in these areas.

This will evolve into a hybrid position with 3 days in office each week.

Responsibilities:

  • Build statistical and machine learning models to predict the Life Time Value of player cohorts, and deploy said models through collaborating with data engineers.

  • Produce dashboards or other visual reporting to share results with non-technical partners.

  • Transform adhoc requests into well-defined technical problems which you will then solve.

  • Support other team efforts, including the set up and analysis of incrementality, A/B tests.

Qualifications:

  • 3+ years relevant professional experience or a degree in a quantitative field, including but not limited to physics, engineering, mathematics, computer science, and economics.

  • Proficient at git, Python and SQL.

  • Experience working with cloud databases such as Google BigQuery and Snowflake.

  • Experience building Looker and Tableau dashboards.

  • Experience using xgboost, scikit-learn or other Python machine learning libraries.

  • Comfortable working remotely with a multi-functional team, understanding the perspectives of each partner

  • Experience working in an Agile development environment and familiar with process management tools such as JIRA, Target process, Trello or similar

Nice-to-haves:

  • Experience with casual inference e.g., fixed effects, diff-in-diff and other machine learning methods.

  • Experience with container technologies e.g., Docker and Kubernetes.




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。