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首席数据科学家,检测方向

机器翻译
查看雇主原标题Principal Data Scientist, Detection

Cloudflare · Hybrid · $215k – $270k

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 65/100,仅依据与该职位一起存储的证据计算。

65/100 发现指数
  • 新的雇主官方职位
  • 已披露薪资
  • 远程职位

分数构成

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

该职位未包含: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

关于我们

在 Cloudflare,我们的使命是帮助构建更好的互联网。如今,公司运营着全球最大的网络之一,为从个人博主到中小企业再到《财富》500 强企业的客户提供支持,驱动着数百万个网站及其他互联网资产。Cloudflare 无需添加硬件、安装软件或更改一行代码,即可保护和加速任何在线互联网应用。由 Cloudflare 提供支持的互联网资产,其所有网络流量都会通过其智能全球网络进行路由,该网络会随着每一次请求而变得更加智能。因此,它们的性能显著提升,垃圾邮件和其他攻击也减少了。Cloudflare 曾入选《Entrepreneur Magazine》的顶级公司文化榜单,并被《Fast Company》评为全球最具创新力公司之一。

在 Cloudflare,我们寻找的不是等待一份完美路线图的人;我们寻找的是那些看到互联网裂缝、而其他人只是学会与之共处的建设者。我们看重那些有直觉发现“被正常化”的问题,并具备 AI 原生好奇心、能够利用最新工具创造解决方案的候选人。我们的文化建立在迭代之上,利用 AI 在今天更快交付,让明天更好,同时确保每一项改进,无论多小,都在团队中共享,以提升每个人。如果你是那种重视好奇心而非官僚作风,并认为 AI 是解决棘手问题、推动互联网前进的伙伴的人,你会非常适合这里。

可选工作地点 - 纽约、伦敦

关于我们

在 Cloudflare,我们着眼于一个雄心勃勃的目标:帮助构建更好的互联网。如今,公司运营着全球最大的网络之一,每月驱动数万亿次请求。Cloudflare 无需添加硬件、安装软件或更改一行代码,即可保护和加速任何在线互联网应用。由 Cloudflare 提供支持的互联网资产,其所有网络流量都会通过其智能全球网络进行路由,该网络会随着每一次请求而变得更加智能。因此,它们的性能显著提升,垃圾邮件和其他攻击也减少了。Cloudflare 被世界经济论坛认定为技术先锋,并入选《Entrepreneur Magazine》的顶级公司文化榜单。

我们意识到人们并不适合被塞进整齐的盒子里。我们正在寻找好奇且富有同理心、致力于自我发展并学习新技能的人,我们随时准备帮助你做到这一点。如果不建立一个多元且包容的团队,我们就无法完成使命。我们根据对候选人潜力的评估来聘用最优秀的人,并在他们在 Cloudflare 任职期间全程支持他们。快来加入我们吧!

关于该职位

Cloudflare 的工程团队汇聚了业内一些顶尖工程师,致力于构建和扩展处理互联网巨大流量的创新软件。我们的检测部门处于这一使命的核心:我们识别互联网上以及通过我们网关的自动化、欺诈和恶意活动。我们开发大规模运行的高级检测系统和机器学习模型,并与公司内的产品和工程团队合作,以保护我们的客户,并在不断演变的威胁态势中保持领先。

职责

• 领导研究、设计并评估检测模型,以识别互联网规模数据中的自动化、欺诈和恶意活动

• 指导他人如何发现区分对手与合法用户的模式和行为。

• 负责检测度量框架,为真实标签嘈杂、延迟或有争议的问题定义指标和评估策略。

• 推动有前景的 AI/ML 技术的采用,并在更广泛的研究社区中代表 Cloudflare。

• 推动与 ML 工程师、数据工程师和产品团队的跨职能合作;影响路线图,并使检测策略与公司优先事项保持一致。

• 塑造长期检测策略,识别差距和机会

岗位职责

Cloudflare 的工程团队汇聚了业内一些顶尖工程师,致力于构建和扩展处理互联网巨大流量的创新软件。我们的检测部门处于这一使命的核心:我们识别互联网上以及通过我们网关的自动化、欺诈和恶意活动。我们开发大规模运行的高级检测系统和机器学习模型,并与公司内的产品和工程团队合作,以保护我们的客户,并在不断演变的威胁态势中保持领先。

• 领导研究、设计并评估检测模型,以识别互联网规模数据中的自动化、欺诈和恶意活动

• 指导他人如何发现区分对手与合法用户的模式和行为。

• 负责检测度量框架,为真实标签嘈杂、延迟或有争议的问题定义指标和评估策略。

• 推动有前景的 AI/ML 技术的采用,并在更广泛的研究社区中代表 Cloudflare。

• 推动与 ML 工程师、数据工程师和产品团队的跨职能合作;影响路线图,并使检测策略与公司优先事项保持一致。

• 塑造长期检测策略,识别跨越多个产品领域的差距和机会。

理想技能、知识和经验

• 大规模欺诈和机器人。你拥有在大型、高流量流量中处理欺诈、滥用和/或机器人检测的经验。你可能专注于其中一个,但你能在它们之间迁移直觉。

• 扎实的基础,精通数据。你拥有扎实的应用统计学、机器学习和 AI 方法论基础。你为问题选择正确的技术,并熟悉大规模数据。

• 你拥有至少 8-10 年在数据科学、ML 工程或软件工程领域专业工作的经验。

• 已证明有能力在信息不完整的情况下做出模糊、高风险的技术决策。

• 你在生产环境中非常熟悉 Python 和 SQL。

加分项

• 能从容应对真实标签的模糊性。在真实标签稀缺时构建检测是这份工作的核心。你能在标签薄弱、延迟或缺失的情况下取得真正进展,并且会被会反击的对手激发斗志。

• 你不会烧掉信号。你理解(或好奇学习)如何在不暴露底牌的情况下对检测采取行动,知道你的部署和响应方式可能会侵蚀未来的可见性。

• 对复杂性务实。你知道何时简单方案胜过复杂方案,并且不会以不成比例的成本追逐微小收益。

• 在代码上有纪律。你在研究代码和生产代码中都应用强大的编程和工程最佳实践。

• 以影响力为导向且表达清晰。你将工作与业务影响联系起来,并在技术和非技术利益相关者之间清晰沟通。

福利待遇

薪酬可能会根据工作地点进行调整。

• 对于纽约市入职者:预计年薪为 $215,000 - $270,000。

股权

该职位有资格参与 Cloudflare 的股权计划。

Cloudflare 提供完整的福利和项目套餐,以支持你和你的家人。我们的福利项目可以帮助你支付医疗保健费用、支持照护、为未来积累资本,并让生活更轻松、更有趣!以下是我们对美国员工的福利说明,美国境外员工的福利可能有所不同。

健康与福利

• 医疗/处方保险

• 牙科保险

• 视力保险

• 灵活支出账户

• 通勤支出账户

• 生育与组建家庭福利

• 按需心理健康支持和员工援助计划

• 全球旅行医疗保险

财务福利

• 短期和长期残疾保险

• 人寿与意外保险

• 401(k) 退休储蓄计划

• 员工股票参与计划

休假

• 灵活带薪休假,涵盖假期和病假

• 休假项目,包括育儿假、孕期健康假、病假和丧假

Cloudflare 有何特别之处?

我们不仅仅是一家雄心勃勃的大型科技公司。我们是一家有灵魂的雄心勃勃的大型科技公司。我们帮助构建更好的互联网这一使命的根本,是保护自由开放的互联网。

Project Galileo :自 2014 年以来,我们已为 111 个国家的 2,400 多个新闻和公民社会组织配备了强大的工具,以抵御那些否则会审查其工作的攻击,这些技术已被 Cloudflare 的企业客户使用——而且是免费提供。

Athenian Project :2017 年,我们创建了 Athenian Project,以确保州和地方政府免费获得最高级别的保护和可靠性,使其选民能够获取选举信息和选民登记。自该项目以来,我们已为 33 个州的 425 多个地方政府选举网站提供服务。

1.1.1.1 :我们发布了 1.1.1.1,通过构建更快、更安全且以隐私为中心的公共 DNS 解析器来帮助修复互联网的基础。这公开供所有人使用——这是 Cloudflare 发布的首个面向消费者的服务。事情是这样的——我们永远不会存储客户端 IP 地址。我们将继续遵守我们的隐私承诺,并确保不会将任何用户数据出售给广告商或用于定向消费者。

听起来像是你想参与的事情?我们很乐意听到你的消息!

请注意,进入面试流程录用阶段的申请人可能会被要求参加 Cloudflare 办公室或 Cloudflare Hub 之一的现场面试。有关此事的更多细节将在面试流程的该阶段提供。

该职位可能需要访问受美国出口管制法律(包括美国出口管理条例)保护的信息。请注意,任何录用通知都可能以你在无需申请出口许可证赞助的情况下获准接收受这些美国出口法律管制的软件或技术为条件。

Cloudflare 自豪地成为提供平等机会的雇主。我们致力于为所有人提供平等的就业机会,并高度重视多元化和包容性。所有合格申请人都会获得就业考虑,不论其或任何其他人的感知或实际种族、肤色、宗教、性别、性别认同、性别表达、性取向、国籍、血统、公民身份、年龄、身体或精神残疾、医疗状况、家庭照护状况或任何其他受法律保护的基础。我们是 AA/退伍军人/残障人士雇主。

Cloudflare 为符合条件的残障人士提供合理便利。如果你在申请工作时需要合理便利,请告诉我们。合理便利的示例包括但不限于更改申请流程、以替代格式提供文件、使用手语翻译或使用专业设备。如果你在申请工作时需要合理便利,请通过电子邮件 hr@cloudflare.com 联系我们,或通过邮寄地址 101 Townsend St. San Francisco, CA 94107 联系我们。

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

About Us

At Cloudflare, we are on a mission to help build a better Internet. Today the company runs one of the world’s largest networks that powers millions of websites and other Internet properties for customers ranging from individual bloggers to SMBs to Fortune 500 companies. Cloudflare protects and accelerates any Internet application online without adding hardware, installing software, or changing a line of code. Internet properties powered by Cloudflare all have web traffic routed through its intelligent global network, which gets smarter with every request. As a result, they see significant improvement in performance and a decrease in spam and other attacks. Cloudflare was named to Entrepreneur Magazine’s Top Company Cultures list and ranked among the World’s Most Innovative Companies by Fast Company.

At Cloudflare, we’re not looking for people who wait for a polished roadmap; we’re looking for the builders who see the cracks in the Internet that everyone else has simply learned to live with. We value candidates who have the instinct to spot a "normalized" problem and the AI-native curiosity to create a solution using the latest tools. Our culture is built on iteration, leveraging AI to ship faster today to make it better tomorrow, while ensuring that every improvement, no matter how small, is shared across the team to lift everyone up. If you’re the type of person who values curiosity over bureaucracy, and that AI is a partner in solving tough problems to keep the Internet moving forward, you’ll fit right in.

Available Locations- New York, London

About Us

At Cloudflare, we have our eyes set on an ambitious goal: to help build a better Internet. Today the company runs one of the world’s largest networks that powers trillions of requests per month. Cloudflare protects and accelerates any Internet application online without adding hardware, installing software, or changing a line of code. Internet properties powered by Cloudflare have all web traffic routed through its intelligent global network, which gets smarter with every request. As a result, they see significant improvement in performance and a decrease in spam and other attacks. Cloudflare was recognized by the World Economic Forum as a Technology Pioneer and named to Entrepreneur Magazine’s Top Company Cultures list.

We realize people do not fit into neat boxes. We are looking for curious and empathetic individuals who are committed to developing themselves and learning new skills, and we are ready to help you do that. We cannot complete our mission without building a diverse and inclusive team. We hire the best people based on an evaluation of their potential and support them throughout their time at Cloudflare. Come join us!

About the Role

Cloudflare’s Engineering Team is home to some of the industry’s top engineers, dedicated to building and scaling innovative software that handles a huge proportion of the Internet. Our Detection department sits at the heart of that mission: we identify automated, fraudulent, and malicious activity across the Internet and through our gateway. We develop advanced detection systems and machine learning models that operate at scale, collaborating with Product and Engineering teams across the company to protect our customers and stay ahead of the constantly evolving threat landscape.

Responsibilities

• Lead the research, design, and evaluate detection models that identify automated, fraudulent, and malicious activity across Internet-scale data

• Mentor others in how to uncover patterns and behaviors that distinguish adversaries from legitimate users.

• Own the detection measurement framework, defining metrics and evaluation strategies for problems where ground truth is noisy, delayed, or contested.

• Drive adoption of promising AI/ML techniques and represent Cloudflare in the broader research community.

• Drive cross-functional partnerships with ML Engineers, Data Engineers, and Product; Influence roadmaps and align detection strategy with company priorities.

• Shape long-term detection strategy, identifying gaps and o

岗位职责

Cloudflare’s Engineering Team is home to some of the industry’s top engineers, dedicated to building and scaling innovative software that handles a huge proportion of the Internet. Our Detection department sits at the heart of that mission: we identify automated, fraudulent, and malicious activity across the Internet and through our gateway. We develop advanced detection systems and machine learning models that operate at scale, collaborating with Product and Engineering teams across the company to protect our customers and stay ahead of the constantly evolving threat landscape.

• Lead the research, design, and evaluate detection models that identify automated, fraudulent, and malicious activity across Internet-scale data

• Mentor others in how to uncover patterns and behaviors that distinguish adversaries from legitimate users.

• Own the detection measurement framework, defining metrics and evaluation strategies for problems where ground truth is noisy, delayed, or contested.

• Drive adoption of promising AI/ML techniques and represent Cloudflare in the broader research community.

• Drive cross-functional partnerships with ML Engineers, Data Engineers, and Product; Influence roadmaps and align detection strategy with company priorities.

• Shape long-term detection strategy, identifying gaps and opportunities that span multiple product areas.

Desirable Skills, Knowledge, and Experience

• Fraud and bots at scale. You have experience across fraud, abuse, and/or bot detection on large, high-velocity traffic. You may focus on one, but you transfer instincts between them.

• Strong fundamentals, fluent in data. You have solid applied statistics, machine learning, and AI methodology fundamentals. You choose the right technique for the problem, and are fluent with large-scale data.

• You have at least 8-10 years of experience professionally working in Data Science, ML Engineering, or Software Engineering.

• Demonstrated ability to make ambiguous, high-stakes technical decisions with incomplete information.

• You are very comfortable with Python & SQL in production environments.

Bonus points

• At home in ground truth ambiguity. Building detections when ground truth is scarce is the heart of this job. You make real progress with weak, delayed, or absent labels and you're energized by adversaries that fight back.

• You don't burn signals. You understand (or are curious to learn) how to act on detections without tipping your hand, knowing that how you deploy and respond can erode your future visibility.

• Pragmatic about complexity. You know when a simple solution beats a complex one, and you don't chase small gains at disproportionate cost.

• Disciplined in code. You apply strong programming and engineering best practices in both research and production code.

• Impact-driven and clear. You connect your work to business impact and communicate clearly across technical and non-technical stakeholders.

福利待遇

Compensation may be adjusted depending on work location.

• For New York City based hires: Estimated annual salary of $215,000 - $270,000.

Equity

This role is eligible to participate in Cloudflare’s equity plan.

Cloudflare offers a complete package of benefits and programs to support you and your family. Our benefits programs can help you pay health care expenses, support caregiving, build capital for the future and make life a little easier and fun! The below is a description of our benefits for employees in the United States, and benefits may vary for employees based outside the U.S.

Health & Welfare Benefits

• Medical/Rx Insurance

• Dental Insurance

• Vision Insurance

• Flexible Spending Accounts

• Commuter Spending Accounts

• Fertility & Family Forming Benefits

• On-demand mental health support and Employee Assistance Program

• Global Travel Medical Insurance

Financial Benefits

• Short and Long Term Disability Insurance

• Life & Accident Insurance

• 401(k) Retirement Savings Plan

• Employee Stock Participation Plan

Time Off

• Flexible paid time off covering vacation and sick leave

• Leave programs, including parental, pregnancy health, medical, and bereavement leave

What Makes Cloudflare Special?

We’re not just a highly ambitious, large-scale technology company. We’re a highly ambitious, large-scale technology company with a soul. Fundamental to our mission to help build a better Internet is protecting the free and open Internet.

Project Galileo : Since 2014, we've equipped more than 2,400 journalism and civil society organizations in 111 countries with powerful tools to defend themselves against attacks that would otherwise censor their work, technology already used by Cloudflare’s enterprise customers--at no cost.

Athenian Project : In 2017, we created the Athenian Project to ensure that state and local governments have the highest level of protection and reliability for free, so that their constituents have access to election information and voter registration. Since the project, we've provided services to more than 425 local government election websites in 33 states.

1.1.1.1 : We released 1.1.1.1 to help fix the foundation of the Internet by building a faster, more secure and privacy-centric public DNS resolver. This is available publicly for everyone to use - it is the first consumer-focused service Cloudflare has ever released. Here’s the deal - we don’t store client IP addresses never, ever. We will continue to abide by our privacy commitment and ensure that no user data is sold to advertisers or used to target consumers.

Sound like something you’d like to be a part of? We’d love to hear from you!

Please note that applicants who progress to the offer stage of the interview process may be asked to attend an in-person interview within one of the Cloudflare Offices or Cloudflare Hubs. More details about this will be available at that stage of the interview process.

This position may require access to information protected under U.S. export control laws, including the U.S. Export Administration Regulations. Please note that any offer of employment may be conditioned on your authorization to receive software or technology controlled under these U.S. export laws without sponsorship for an export license.

Cloudflare is proud to be an equal opportunity employer. We are committed to providing equal employment opportunity for all people and place great value in both diversity and inclusiveness. All qualified applicants will be considered for employment without regard to their, or any other person's, perceived or actual race, color, religion, sex, gender, gender identity, gender expression, sexual orientation, national origin, ancestry, citizenship, age, physical or mental disability, medical condition, family care status, or any other basis protected by law. We are an AA/Veterans/Disabled Employer.

Cloudflare provides reasonable accommodations to qualified individuals with disabilities. Please tell us if you require a reasonable accommodation to apply for a job. Examples of reasonable accommodations include, but are not limited to, changing the application process, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment. If you require a reasonable accommodation to apply for a job, please contact us via e-mail at hr@cloudflare.com or via mail at 101 Townsend St. San Francisco, CA 94107.

Cloudflare 的更多职位

公司主页

Systems Engineer原文

Cloudflare · Engineering

官方来源最新
混合办公混合办公全职未披露薪资
英文原文

About Us At Cloudflare, we are on a mission to help build a better Internet. Today the company runs one of the world’s largest networks that powers millions of websites and other Internet propertie…

官方来源职位
首次发现于6小时前
已核实6小时前
官方来源最新
混合办公混合办公全职未披露薪资
英文原文

About Us At Cloudflare, we are on a mission to help build a better Internet. Today the company runs one of the world’s largest networks that powers millions of websites and other Internet propertie…

官方来源职位
首次发现于6小时前
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Principal Customer Engineer, Majors原文

Cloudflare · Solution Engineering

官方来源最新
Distributed全职€148k – €204k
英文原文

About Us At Cloudflare, we are on a mission to help build a better Internet. Today the company runs one of the world’s largest networks that powers millions of websites and other Internet propertie…

官方来源职位
首次发现于6小时前
已核实6小时前
官方来源最新
Distributed全职€148k – €204k
英文原文

About Us At Cloudflare, we are on a mission to help build a better Internet. Today the company runs one of the world’s largest networks that powers millions of websites and other Internet propertie…

官方来源职位
首次发现于6小时前
已核实6小时前

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Optimization Data Analyst原文

Adyen · Data Analytics

官方来源最新
London全职未披露薪资
英文原文

This is Adyen Adyen provides payments, data, and financial products in a single solution for customers like Meta, Uber, H&M, and Microsoft - making us the financial technology platform of choice.…

官方来源职位
首次发现于6小时前
已核实6小时前
官方来源最新
San Francisco远程全职$293k – $325k
英文原文

About the Role OpenAI’s Industrial Compute organization is responsible for ensuring our compute infrastructure scales efficiently to support millions of users and increasingly sophisticated AI mode…

未出现在监控的职位板上
首次发现于13小时前
已核实6小时前