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通用信息

地点:Montreal, Quebec, Canada 
  • 地点: Offsite - Canada QC
  • 州:
  • 国家/地区: Canada

  • 地点: Offsite - Canada AB
  • 州:
  • 国家/地区: Canada

  • 地点: Offsite - Canada BC
  • 州:
  • 国家/地区: Canada

  • 地点: Offsite - Canada ON
  • 州:
  • 国家/地区: Canada


角色 ID
209175
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。

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Data-driven decision-making is essential to game development at EA. We're looking for a thoughtful and disciplined Lead Data Scientist with deep statistical modeling experience, strong data engineering experience and a passion for games and digital technologies. The biggest and single most important aspect that we look for in aspiring colleagues is people who enjoy the joy of discovery. 

You will report to a Director of Data Science within EA's central Data and Analytics (DnA) organization. You will work with top data science talent to build live services features like recommendations for EA’s newest Battlefield franchise game, a unique opportunity to impact a game played by millions of players. You’re passionate about elevating insights to be actionable across projects, and accelerating learning through data-driven testing. 

You will bring expertise in the area of AI, ML, and engineering to create best practices for EA’s recommendations and personalization, helping to surface interesting items to each player.

What you’ll do:

  • Work directly with the Battlefield team to understand their offerings/domain and create data science products and solutions to solve for their use cases.

  • Partner with our team lead for Recommendations and Personalization to help generalize Recommendations algorithms across titles.

  • Coach and mentor Data Scientists and Senior Data Scientists for Recommendations and Personalization, ensuring technical best practices and guiding stakeholder communication.

  • Ensure sound methodology and experimental design, and guide the direction of each project from start to finish.

  • Effectively communicate data science projects and products to stakeholders, including those with non-data science backgrounds.

  • Design, improve, and work with our data pipeline that transfers and processes petabytes of data using S3, Kubernetes, Sagemaker, GCP, Python, Apache Kafka, & Hive.

  • Use data manipulation, processing, and data visualizations to aid in your modeling efforts.

  • Assist the Battlefield game team and data teams in making important decisions.

You have:

  • 6+ years of professional experience manipulating data sets, building statistical models and productizing models along with experience applying Data Science methodologies to real-world problems.

  • Ph.D./Master's in Statistics, Mathematics, Computer Science, or another quantitative field encouraged.

  • Strong expertise in building, deploying, and testing recommendation algorithms.

  • Experienced in analyzing extremely complex, multi-dimensional data sets with a variety of tools.

  • Superior verbal, visual, and written communication skills to educate and work with cross-functional teams.

  • Experience using Python, SQL, PyTorch/TensorFlow, Hive/Hadoop, and AWS/GCP.

  • Experience guiding and mentoring more junior Data Scientists.

  • Expertise and interest in video games, understanding typical business models, game development practices and technology is a big plus.

  • Interest in the Battlefield franchise is a big plus.



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。