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数据科学家,全球增长

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查看雇主原标题Data Scientist, Global Growth

Stripe · 新加坡

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 42/100,仅依据与该职位一起存储的证据计算。

42/100 发现指数
  • 新的雇主官方职位

分数构成

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

该职位未包含:已披露薪资、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

我们是谁

关于 Stripe

Stripe 是一个面向企业的金融基础设施平台。数百万家公司——从全球最大的企业到最有雄心的初创公司——都在使用 Stripe 来接受付款、增长收入并加速新的商业机会。我们的使命是提升互联网的 GDP,而我们面前还有大量工作要做。这意味着,在你职业生涯中最重要的工作中,你将拥有一个前所未有的机会,让全球经济触手可及。

关于团队

我们的数据科学团队与 Stripe 各团队深度合作,确保我们的用户、产品和业务拥有做出决策并负责任地增长所需的模型、数据产品和洞察。我们正在寻找对分析数据、构建机器学习和统计模型以及运行实验以推动影响充满热情的数据科学家。我们的工作广泛而多样,影响着我们的产品如何运作(例如,理解用户需求、防止欺诈或优化扣款流程)、我们的业务如何运作(预测关键结果、管理流动性和量化风险敞口)、我们的市场推广动作如何运作(设计增长实验、优化营销投资、改进销售流程和估计因果效应),以及其间的一切。我们在 Stripe 有各种数据科学职位和团队,并将根据你的背景努力将你匹配到最相关的团队。

你将做什么

我们正在寻找

岗位职责

我们正在寻找一位数据科学家,与我们的全球增长团队合作。你将在设计和交付实验方面发挥关键作用,并识别 stripe.com 和仪表板中的改进机会,以帮助全球企业开始在 Stripe 上使用。你将帮助我们理解、增长和优化自助用户漏斗,确保全球用户获得始终如一的高质量入门体验。作为 Stripe 的数据科学家,我们的使命是确保公司战略、产品和用户交互能够通过机器学习、统计建模、因果推断、优化、实验以及各种形式的分析等技术,明智地利用我们丰富的数据。

任职要求

我们正在寻找满足该职位最低要求的人选。如果你满足这些要求,鼓励你申请。优先资格是加分项,而非要求。

最低要求

• 学士 + 8 年,或硕士 + 6 年,或博士 + 3 年的数据科学或定量建模经验

• 熟练掌握 SQL 以及一种计算语言,如 Python 或 R

• 能够清晰地沟通结果,并专注于推动影响

• 已证明有能力管理并交付多个项目,且高度注重细节

• 较强的商业敏锐度,并有将复杂分析综合为可执行建议的经验

• 熟练使用 AI 工具来加速模型开发、分析和编码

• 在以下多个领域具备扎实知识和实践经验:机器学习、统计学、优化、产品分析、因果推断和实验

• 有在生产环境中部署模型并调整模型阈值以提升性能的经验

• 有设计、运行和分析复杂实验,或利用因果推断设计的经验

• 具备建设者的心态,愿意质疑假设和传统智慧

• 有使用 Spark、Hadoop 等分布式工具的经验

• 拥有定量领域(例如统计学、工程学、数学、经济学、定量金融、科学、运筹学)的博士或硕士学位

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

Who we are

About Stripe

Stripe is a financial infrastructure platform for businesses. Millions of companies—from the world’s largest enterprises to the most ambitious startups—use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone’s reach while doing the most important work of your career.

About the team

Our Data Science team partners deeply with teams across Stripe to ensure that our users, our products, and our business have the models, data products, and insights needed to make decisions and grow responsibly. We're looking for data scientists with a passion for analyzing data, building machine learning and statistical models, and running experiments to drive impact. Our work is broad and varied, influencing how our products work (e.g., understanding user needs, preventing fraud, or optimizing charge flows), how our business works (forecasting key outcomes, managing liquidity, and quantifying risk exposure), how our go-to-market motions operate (designing growth experiments, optimizing marketing investments, refining sales processes, and estimating causal effects), and everything in between. We have a variety of Data Science roles and teams across Stripe and will seek to align you to the most relevant team based on your background.

What you’ll do

We’re looking

岗位职责

We’re looking for a Data Scientist to partner with our Global Growth teams. You’ll play a key role in designing and shipping experiments, as well as identifying improvement opportunities across stripe.com and the dashboard to help businesses worldwide get started on Stripe. You’ll help us understand, grow, and optimize the self-serve user funnel to ensure a consistently high-quality onboarding experience for users globally. As Data Scientists at Stripe, our mission is to ensure that company strategy, products, and user interactions make smart use of our rich data using techniques like machine learning, statistical modeling, causal inference, optimization, experimentation, and all forms of analytics.

任职要求

We’re looking for someone who meets the minimum requirements to be considered for the role. If you meet these requirements, you are encouraged to apply. The preferred qualifications are a bonus, not a requirement.

Minimum requirements

• Bachelors + 8 years or Masters + 6 years or Phd + 3 years of data science or quantitative modeling experience

• Proficiency in SQL and a computing language such as Python or R

• Ability to communicate results clearly and a focus on driving impact

• A demonstrated ability to manage and deliver on multiple projects with a high attention to detail

• Strong business acumen and experience in synthesizing complex analyses into actionable recommendations

• Proficiency with AI tools to accelerate model development, analysis, and coding

• Strong knowledge and hands-on experience in several of the following areas: machine learning, statistics, optimization, product analytics, causal inference, and experimentation

• Experience deploying models in production and adjusting model thresholds to improve performance

• Experience designing, running, and analyzing complex experiments or leveraging causal inference designs

• A builder's mindset with a willingness to question assumptions and conventional wisdom

• Experience with distributed tools such as Spark, Hadoop, etc.

• A PhD or MSc in a quantitative field (e.g., Statistics, Engineering, Mathematics, Economics, Quantitative Finance, Sciences, Operations Research)

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