高级数据分析师,风险分析
Senior Data Analyst, Risk Analytics
#### **SeatGeek 认为现场活动是能够团结人类的强大力量。凭借我们的技术敏锐度和以粉丝为中心的态度,我们正在简化并现代化票务行业。**
作为风险分析团队的高级分析师,你将是我们欺诈预防策略背后的分析引擎。你将构建模型、运行实验并开发工具,帮助我们做出更明智、更快的决策,减少对外部黑盒和静态规则的依赖。你将与风险分析经理紧密合作,负责将战略转化为可衡量和可执行的技术和统计工作。你还将是推动我们团队使用人工智能的关键力量:不只是被动地采用新工具,而是积极构建工作流程,自动化重复性分析,并提前思考如何利用人工智能在日益复杂的欺诈行为中保持领先。
#### **你将负责的工作**
- 构建和维护基于 Python 的分析、模型和数据流水线,支持欺诈决策、供应商评估和内部风险评分
- 从假设到测量和结果沟通,设计并运行统计实验,包括路由变更的 A/B 测试、保留实验和供应商绩效评估
- 使用 SeatGeek 的交易和供应商数据,开发和迭代内部欺诈风险模型;负责模型校准、验证和持续性能监控
- 积极使用 AI 工具,包括大语言模型、代码生成和代理工作流,加快速度并构建更智能的解决方案;帮助定义 AI 如何嵌入到团队的分析流程中,并识别当前手动完成的工作中可以自动化的机会
- 参与供应商绩效分析:评估评分校准,测量各细分市场的提升效果,并提出影响路由决策和合同讨论的发现
- 在 Looker 和 Hex 中构建和维护仪表盘和报告;开发 SQL 模型和数据视图,以支持团队的分析需求
- 监控欺诈和运营指标,调查异常情况,并就建议的行动方案提出明确的观点进行汇报
- 与风险操作代理、经理以及工程、支付和客户体验部门的跨职能合作伙伴协作,将分析转化为实际行动
#### **你具备的条件**
- 3 年以上欺诈分析、风险、金融科技或需要高度定量分析的岗位经验
- 精通 Python 技术;你可以独立构建端到端的分析和流水线,并且能够处理复杂的数据集
查看英文原文
#### **SeatGeek believes live events are powerful experiences that unite humans. With our technological savvy and fan-first attitude we’re simplifying and modernizing the ticketing industry.**
As a Senior Analyst on the Risk Analytics team, you will be the analytical engine behind our fraud prevention strategy. You will build models, run experiments, and develop tools that help us make smarter, faster decisions, reducing reliance on external black boxes and static rules. You will work closely with the Manager, Risk Analytics, owning the technical and statistical work that turns strategy into something measurable and executable. You will also be a key driver of how our team uses AI: not just adopting tools as they come, but actively building workflows, automating repetitive analysis, and thinking ahead about how AI can keep us one step ahead of increasingly sophisticated fraud.
#### **What you'll do**
- Build and maintain Python-based analyses, models, and data pipelines that support fraud decisioning, vendor evaluation, and internal risk scoring
- Design and run statistical experiments from hypothesis through measurement and communication of results, including A/B tests on routing changes, holdout experiments, and vendor performance assessments
- Develop and iterate on internal fraud risk models using SeatGeek transaction and vendor data; own model calibration, validation, and ongoing performance monitoring
- Actively use AI tools including LLMs, code generation, and agentic workflows to move faster and build smarter; help define how AI gets embedded into the team's analytical processes, and identify opportunities to automate work currently done manually
- Contribute to vendor performance analysis: assess score calibration, measure lift across segments, and surface findings that inform routing decisions and contract discussions
- Build and maintain dashboards and reports in Looker and Hex; develop SQL models and data views to support the team's analytical needs
- Monitor fraud and operations metrics, investigate anomalies, and escalate findings with a clear point of view on recommended actions
- Collaborate with Risk Ops agents, the manager, and cross-functional partners in Engineering, Payments, and CX to translate analysis into action
#### **What you have**
- 3+ years of experience in fraud analytics, risk, fintech, or a quantitatively demanding analytical role
- Strong Python skills; you build end-to-end analyses and pipelines independently, and are proficient with pandas, scikit-learn, statsmodels, or equivalent libraries
- Strong SQL; you can own complex data pulls, understand warehouse structures, and build views and models that others rely on
- Solid statistical grounding: you can design statistically valid experiments, perform significance testing, assess model calibration, and communicate findings clearly to a non-technical audience
- Hands-on experience building, training, and validating classification models independently; familiarity with model evaluation methods, handling class imbalance, and translating model outputs into business decisions
- Genuine enthusiasm for AI tools: you actively use LLMs and code generation in your day-to-day work, think about how to design AI-assisted workflows, and take initiative in identifying where AI can replace manual effort
- Comfort operating in ambiguity; you are expected to define the problem as much as solve it
- Familiarity with fraud vendors such as Forter, Riskified, or Sardine is a plus; experience with Looker or similar BI tools is a plus
#### **Perks**
- Equity stake
- Discretionary annual bonus
- Flexible work environment, allowing you to work as many days a week in the office as you’d like or 100% remotely
- A WFH stipend to support your home office setup
- Unlimited PTO
- Up to 16 weeks of fully-paid family leave
- 401(k) matching
- Student loan matching program
- Health, vision, dental, and life insurance
- Up to $25k towards family building, reproductive health services and Gender-affirming care
- $500 per year for wellness expenses
- Subscriptions to Headspace (meditation), Headspace Care (therapy), and One Medical
- $360 per quarter to spend on tickets to live events
- Annual subscription to Spotify, Apple Music, or Amazon music
* * *
_The salary range for this role is $108,000 - $157,000 USD. This role is equity eligible. In addition, you may receive a discretionary annual bonus based on individual and company performance. Actual compensation packages within that range are based on a wide array of factors unique to each candidate, including but not limited to skill set, years and depth of experience, certifications, and specific location._
_SeatGeek is committed to providing equal employment opportunities to all employees and applicants for employment regardless of race, color, religion, creed, age, national origin or ancestry, ethnicity, sex, sexual orientation, gender identity or expression, disability, military or veteran status, or any other category protected by federal, state, or local law. As an equal opportunities employer, we recognize that diversity is a positive attribute and we welcome the differences and benefits that a diverse culture brings. Come join us!_
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