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高级数据科学家,客户体验分析

机器翻译
查看雇主原标题Senior Data Scientist, CX Analytics

Coinbase · Remote - USA · From 401

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

准备好从事你职业生涯中最具影响力的工作了吗?在 Coinbase,我们对增加经济自由的使命毫不妥协。标准很高,环境紧张,而我们喜欢这样。这里不适合自满的人,而是一个让你突破自我认知极限的地方。如果你准备好与那些拒绝满足于“足够好”的人一起构建金融的未来,那么这里就是你的归属。Coinbase 是一家远程优先、但并非仅限远程的公司。预计每季度会聚在一起进行名为“surges”的高强度线下工作会议。了解更多关于在 Coinbase 工作的信息。

作为 CX 消费者分析团队的高级数据科学家,你将成为 CX 运营与顶线财务影响之间的基础纽带,负责收入校准模型、实验框架和行为智能,将每一次客户支持互动与 Coinbase 的资产积累飞轮连接起来。你将与 CX 分析工程师、项目经理和产品团队紧密合作,将复杂的运营和行为数据转化为可辩护、可供高管直接使用的洞察,从而推动留存率、产品采用率和自动化质量的可衡量改进。

岗位职责

• 负责并演进 CX 的支持下游影响(DSI)收入校准模型,将支持互动数据转化为量化的收入信号。

• 设计并执行因果推断框架和实验,以衡量 CX 项目(Concierge、主动外联、自动化干预)对客户留存和产品参与的增量影响。

• 构建并维护用于 CX 联系分类、客户摩擦检测和问题归因的 LLM 驱动分类流水线,与分析工程师合作将模型投入生产,纳入 CX 受治理的 Source of Truth 基础设施。

• 与 CX 项目经理和产品团队合作,定义细分模型和行为信号,以实现个性化体验并改善业务成果。

• 在 CX 的分析职能中保持高标准的统计严谨性,确保实验、因果分析和模型输出满足高管报告和监管可辩护性所需的标准。

所需技能和经验:

• 定量领域(例如统计学、数学、计算机科学、经济学)的 BA/BS 学位,并具有 5 年以上相关经验,或定量领域的博士学位并具有 3 年以上相关经验。

• 具有构建收入归因或因果影响模型的经验,并在面向消费者或运营分析的背景下,推动数据科学项目穿越模糊的问题空间。

• 具备将统计概念(包括 A/B 测试、因果推断和 ML)应用于现实业务问题的实践专长,并对生产级准确性和评估严谨性有高标准。

• 具有为运营或面向客户的用例设计和部署基于 LLM 的分类或 NLP 流水线的经验。

• 能够通过将复杂的模型输出综合为清晰、可执行的叙述,影响跨职能利益相关者,面向高管和产品受众。

• 展示出在日常工作流程中负责任地使用生成式 AI 工具和 copilot(例如 LibreChat、Gemini、Glean)的能力,随着工具演进持续学习,并应用 human-in-the-loop 实践来交付业务就绪的输出,并推动效率、成本和质量的可衡量改进。

薪酬透明度通知:基本薪资因地点而异(见下方范围)。总薪酬还可能包括股权和奖金资格,以及福利(医疗、牙科、视力、401(k))。

年度基本薪资范围(不包括股权和奖金): $180,370 — $212,000 USD

• 申请限制:候选人可在 6 个月内最多提交 3 份申请。

• 平等机会雇主:Coinbase 是平等机会雇主。所有合格申请人将获得就业考虑,不因种族、肤色、宗教、性别、性取向、性别认同、国籍、残疾、受保护退伍军人身份或遗传信息而受到歧视。有犯罪历史的申请人将根据适用的联邦、州和地方法律予以考虑。

• 美国申请人:查看 Employee Rights、Know Your Rights 和 E-Verify Notice of Participation。

• 便利安排:如果你是残障人士且需要合理便利,请将你的请求和联系信息通过电子邮件发送至 accommodations[at]coinbase.com。需要屏幕阅读技术?点击此处下载免费的兼容屏幕阅读器并查看教程。

• 数据隐私与仲裁:提交申请即表示你同意我们的 Candidate Privacy Notice。美国申请人:提交申请即表示你同意 Arbitration of Disputes。

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

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase .

As a Senior Data Scientist on the CX Consumer Analytics team, you will serve as the foundational link between CX operations and top-line financial impact, owning the revenue calibration models, experimentation frameworks, and behavioral intelligence that connect every customer support interaction to Coinbase's asset accumulation flywheel. You will partner closely with CX Analytics Engineers, Program Managers, and Product teams to translate complex operational and behavioral data into defensible, executive-ready insights that drive measurable improvements in retention, product adoption, and automation quality.

岗位职责

• Own and evolve CX's Downstream Impact of Support (DSI) revenue calibration models, translating support interaction data into quantified revenue signals.

• Design and execute causal inference frameworks and experiments to measure the incremental impact of CX programs (Concierge, Proactive Outreach, automation interventions) on customer retention and product engagement.

• Build and maintain LLM-powered classification pipelines for CX contact taxonomy, customer friction detection, and issue attribution, partnering with Analytics Engineers to productionize models into CX's governed Source of Truth infrastructure.

• Partner with CX Program Managers and Product teams to define segmentation models and behavioral signals that enable personalized experiences and improve business outcomes.

• Maintain a high bar for statistical rigor across CX's analytics function, ensuring experimentation, causal analyses, and model outputs meet the standards required for executive reporting and regulatory defensibility.

Required Skills and Experience:

• A BA/BS in a quantitative field (e.g., Statistics, Mathematics, Computer Science, Economics) with 5+ years of relevant experience, or a PhD in a quantitative field with 3+ years of relevant experience.

• Demonstrated experience building revenue attribution or causal impact models and driving data science projects through ambiguous problem spaces in a consumer-facing or operational analytics context.

• Practical expertise applying statistical concepts including A/B testing, causal inference, and ML to real-world business problems, with a high bar for production-grade accuracy and evaluation rigor.

• Experience designing and deploying LLM-based classification or NLP pipelines for operational or customer-facing use cases.

• Ability to influence cross-functional stakeholders by synthesizing complex model outputs into clear, actionable narratives for executive and product audiences.

• Demonstrates the ability to responsibly use generative AI tools and copilots (e.g., LibreChat, Gemini, Glean) in daily workflows, continuously learn as tools evolve, and apply human‑in‑the‑loop practices to deliver business‑ready outputs and drive measurable improvements in efficiency, cost, and quality.

Pay Transparency Notice: Base salary varies by location (see range below). Total compensation may also include equity and bonus eligibility, and benefits (medical, dental, vision, 401(k)).

Annual base salary range (excluding equity and bonus): $180,370 — $212,000 USD

• Application Limit: Candidates may submit a maximum of 3 applications within a 6-month period.

• Equal Opportunity Employer: Coinbase is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or genetic information. Applicants with criminal histories will be considered consistent with applicable federal, state, and local laws.

• US Applicants: View Employee Rights , Know Your Rights , and E-Verify Notice of Participation.

• Accommodations: If you are an individual with a disability who needs a reasonable accommodation, email us your request and contact info at accommodations[at]coinbase.com. Need screen reading technology? Click here to download a free compatible screen reader and view the tutorial .

• Data Privacy & Arbitration: By submitting your application, you agree to our Candidate Privacy Notice . US applicants: By submitting your application, you agree to Arbitration of Disputes .

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