跳到主要内容
OOfficialJobs
菜单
官方来源官方来源职位

高级数据科学家,因果推断 + 实验

机器翻译
查看雇主原标题Senior Data Scientist, Causal Inference + Experimentation

Discord · San Francisco Bay Area · $221k – $245k

职位信息来自雇主公开的招聘页面。申请前请务必在雇主官网核实详情。

为什么值得关注?

发现指数 57/100,仅依据与该职位一起存储的证据计算。

57/100 发现指数
  • 新的雇主官方职位
  • 已披露薪资

分数构成

  • 时效性 (随职位发布时间变化)+18
  • 雇主官方来源+15
  • 已披露薪资+15
  • 稀有职位+1
  • 公司来源健康度+8

该职位未包含:远程职位、提及签证担保、提及搬迁、未出现在监控的职位板上。

这些理由来自雇主自己的职位描述与我们核实过的来源检查结果。除了已存储的信号之外,我们不做任何推测。

职位描述

机器翻译

Discord 拥有一个高度活跃的社区,每天有数百万活跃用户出于各种不同原因使用该平台,但几乎每个人都会做一件事:玩电子游戏。Discord 在游戏的未来中扮演着独特而重要的角色,我们专注于让人们更轻松、更有趣地在玩游戏之前、期间和之后一起闲逛。

Discord 正在寻找一位经验丰富、积极主动、自我驱动的资深数据科学家加入我们的实验平台团队。实验平台通过支持快速且准确的产品实验,将数据置于公司决策和增长的核心。Discord 每天运行数百个实验,将实验结果转化为业务决策。作为该团队的数据科学家,您将确保我们实验的统计基础是可靠的,实验者能够以高严谨性设计实验,并且 Discord 能够基于这些实验做出最佳业务决策。我们是一个规模小且快速成长的团队;随着我们的发展,您将获得重要的领导机会。

我们的团队直接影响为 Discord 超过 9000 万日活跃用户改进 Discord 的战略和路线图!如果帮助让 Discord 成为与朋友一起闲逛的更好地方听起来像是一个令人兴奋的挑战——我们很乐意与您聊聊!请在此处查看我们关于团队如何为 Discord 的战略与创新提供信息的博客!

您将要做的事情

• 与工程和产品团队紧密合作,提高 Discord 实验的可靠性和可扩展性。

• 提供统计专业知识,确保所有统计选择、方法论和框架都是可靠的,并与因果推断和实验设计的最佳实践保持一致。

• 领导相关举措,就实验设计、统计方法论和因果推断的最佳实践对跨职能团队进行教育和培训,确保他们深入理解在不确定性下推动可靠决策的原则。

• 开发和提供引人入胜的工作坊、培训课程和教育材料,揭开复杂统计概念的神秘面纱,并在全公司推广数据驱动决策。

• 赋能我们的数据科学团队(50+ 名成员)使用更严谨的因果推断方法。

• 除了在更广泛的数据科学团队(50+ 名成员)内提供咨询外,还要针对 Discord 的重要优先事项领导并开展您自己的因果推断研究。

您应具备的条件

• 在为实验平台或类似系统设计和验证统计方法论方面拥有成熟经验,并专注于确保实验结果的准确性和可靠性。

• 定量领域(例如统计学、经济学、政治学、心理学等)硕士学位,并拥有 2+ 年设计、实施和分析实验或因果推断项目的经验。

• 能够批判性地评估并推荐可增强实验框架完整性的统计方法和方法论。

• 对教育充满热情,并能够清晰有效地向技术和非技术受众传达复杂的统计和实验设计概念。

• 在开发和提供与实验、因果推断或统计分析相关的培训项目或教育内容方面有经验证的经验,并有在组织内培养数据素养文化的记录。

• 熟练使用 Python、SQL、R 和其他统计编程语言。

加分项

• 定量领域博士学位

• 有兴趣开展文献综述,并将最佳科学实践转化并推广给公司内广泛的职能团队。

• 有使用因果推断方法并转化为业务决策和成果的记录。

• 对 Discord 或游戏充满热情。

• 与因果推断相关的出版物。

该全职职位在美国的基本薪资范围为 $220,500 至 $245,000 + 股权 + 福利。我们的薪资范围由职位和级别决定。在该范围内,个人薪酬由其他因素决定,包括与工作相关的技能、经验和相关教育或培训。请注意,美国职位发布中列出的薪酬详情仅反映基本薪资,不包括股权或福利。 为什么选择 Discord?

Discord 在游戏的未来中扮演着独特而重要的角色。我们是一个多平台、多代际和多玩家的平台,帮助人们围绕游戏和共同兴趣加深友谊,并帮助开发者建立和发展他们的业务。我们相信游戏为我们提供了一种与我们最喜欢的人一起享受乐趣的方式,无论是一起听音乐,还是在竞技比赛中努力冲击钻石段位。加入我们的使命!您的未来只需点击一下!

Discord 致力于包容性,并在面试过程中提供合理便利。我们希望您为成功做好准备,因此如果您需要合理便利,请告知您的招聘人员。

请点击此处查看我们的申请人和候选人隐私政策,了解有关 Discord 在申请和招聘过程中收集和使用个人信息的详细信息。

以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。

查看雇主原文

职位描述

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord plays a uniquely important role in the future of gaming, and we are focused on making it easier and more fun for people to hang out before, during, and after playing games.

Discord is looking for an experienced, proactive, and self-driven Senior Data Scientist to join our Experimentation Platform team. The Experimentation Platform puts data at the heart of the company’s decision-making and growth by enabling rapid and accurate product experimentation. Discord runs hundreds of experiments on any given day, turning experiment results into business decisions. As a Data Scientist on this team, you will ensure that the statistical underpinnings of our experiments are sound, that experimenters are able to design experiments with high rigor, and that Discord makes the best business decisions on the basis of these experiments. We are a small and quickly growing team; you will be presented with significant leadership opportunities as we evolve.

Our team directly impacts the strategy and roadmaps that improve Discord for its more than 90M daily active users! If helping make Discord an even better place to hang out with your friends sounds like an exciting challenge - we'd love to chat with you! Check out our blog about how our team informs strategy & innovation at Discord here!

What You'll Be Doing

• Collaborate closely with engineering and product teams to improve the reliability and scalability of experimentation at Discord.

• Provide statistical expertise, ensuring that all statistical choices, methodologies, and frameworks are sound and aligned with best practices in causal inference and experimental design.

• Lead initiatives to educate and train cross-functional teams on best practices in experimentation design, statistical methodologies, and causal inference, ensuring a deep understanding of the principles that drive sound decision-making under uncertainty.

• Develop and deliver engaging workshops, training sessions, and educational materials that demystify complex statistical concepts and promote data-driven decision-making across the company.

• Empower our Data Science team (50+ members) to use more rigorous causal inference methods.

• In addition to consulting within the wider Data Science team (50+ members), lead and conduct causal inference research of your own on important Discord priorities.

What you should have

• Proven experience in designing and validating statistical methodologies for experimentation platforms or similar systems, with a focus on ensuring the accuracy and reliability of experimental results.

• MSc in a quantitative field (e.g. Statistics, Economics, Political Science, Psychology, etc.) and 2+ years of experience designing, implementing and analyzing experiments or causal inference projects.

• Ability to critically evaluate and recommend statistical approaches and methodologies that enhance the integrity of experimentation frameworks.

• Strong passion for education and the ability to communicate complex statistical and experimental design concepts clearly and effectively to both technical and non-technical audiences.

• Demonstrated experience in developing and delivering training programs or educational content related to experimentation, causal inference, or statistical analysis, with a track record of fostering a culture of data literacy within an organization.

• Proficient with Python, SQL, R, and other statistical programming languages.

Bonus Points

• PhD in a quantitative field

• Interest in conducting literature reviews, translating and championing best scientific practices to a wide range of functions across the company.

• Track record in using causal inference methods that translated into business decisions and outcomes.

• Passion for Discord or gaming.

• Causal inference related publications.

The US base salary range for this full-time position is $220,500 to $245,000 + equity + benefits. Our salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education or training. Please note that the compensation details listed in US role postings reflect the base salary only, and do not include equity, or benefits. Why Discord?

Discord plays a uniquely important role in the future of gaming. We're a multiplatform, multigenerational and multiplayer platform that helps people deepen their friendships around games and shared interests, and helps developers build and grow their businesses. We believe games give us a way to have fun with our favorite people, whether listening to music together or grinding in competitive matches for diamond rank. Join us in our mission! Your future is just a click away!

Discord is committed to inclusion and providing reasonable accommodations during the interview process. We want you to feel set up for success, so if you are in need of reasonable accommodations, please let your recruiter know.

Please see our Applicant and Candidate Privacy Policy for details regarding Discord’s collection and usage of personal information relating to the application and recruitment process by clicking HERE.

Discord 的更多职位

公司主页

分布式系统软件工程师

Discord · Core Tech Engineering

官方来源最新
San Francisco Bay Area全职$180k – $220k
英文原文

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord pl…

未出现在监控的职位板上提及搬迁
首次发现于16小时前
已核实2小时前
San Francisco Bay Area全职$196k – $221k
英文原文

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord pl…

未出现在监控的职位板上
首次发现于16小时前
已核实2小时前

市场营销项目经理

Discord · Customer Success & Ops

官方来源最新
San Francisco Bay Area合同制$148k – $167k
英文原文

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord pl…

未出现在监控的职位板上
首次发现于16小时前
已核实2小时前
官方来源
San Francisco Bay Area全职$192k – $216k
英文原文

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord pl…

未出现在监控的职位板上提及搬迁
首次发现于昨天
已核实2小时前

其他公司的相似职位

搜索这类职位
官方来源最新
美国全职未披露薪资
英文原文

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every c…

未出现在监控的职位板上
首次发现于2小时前
已核实2小时前

Data Scientist, Data Quality & Provenance原文

Wayve · Simulation, Evaluation, Validation

官方来源最新
Sunnyvale全职$210k – $267k
英文原文

About us Founded in 2017, Wayve is the leading developer of Embodied AI technology. Our advanced AI software and foundation models enable vehicles to perceive, understand, and navigate any complex…

官方来源职位
首次发现于2小时前
已核实2小时前
官方来源最新
德国全职未披露薪资
英文原文

About us Founded in 2017, Wayve is the leading developer of Embodied AI technology. Our advanced AI software and foundation models enable vehicles to perceive, understand, and navigate any complex…

官方来源职位
首次发现于2小时前
已核实2小时前

Analytics Engineer原文

Qonto · Tech & Data, Analytics Engineering

官方来源最新
Paris; Barcelona; Belgrade; Berlin; Milan远程全职未披露薪资
英文原文

Our mission and customers: We are creating the freedom for SMEs to succeed by delivering Europe's leading finance workspace with banking at its core, augmented by financial tools. We are proud to be…

官方来源职位
首次发现于8小时前
已核实2小时前