Data Engineer
San Francisco Bay Area · 全职 · 数据与分析
需要对标的能力
Agent 工程 · Harness / 脚手架评测 · Eval 方法论AI 产品设计 · 产品化
岗位职责与要求
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 and passionate Data Engineer, Analytics to join our data team! You will be owning the transformation and semantic layer that turns data into clean, tested, well-documented tables and dashboards that data scientists, product managers, and business stakeholders can trust and self-serve from. You'll define and operationalize the metrics that inform how we identify opportunities, measure success, and make decisions. If this sounds exciting to you and you’re passionate about data modeling, metric design, and empowering teams to move faster with reliable data, read on!
What you will be doing:
· Design, build, and maintain curated analytical datasets and data models that serve as canonical sources for metrics, dashboards, and analyses
· Own metric definitions end to end, from partnering with data science and product team to define what we should measure, to implementing it in production, to surfacing it in visualization tools
· Build and maintain executive-level dashboards and self-serve reporting tools that enable business stakeholders to answer their own questions
· Partner closely with data science, product manager, and engineering teams to translate business questions into well modeled, performant, and discoverable data assets
· Establish and enforce data quality standards through testing frameworks, documentation, and monitoring for the datasets you own
· Drive adoption of consistent data modeling patterns, naming conventions, and documentation norms across the data organization
What you should have
· 3+ years of experience in analytics or data engineering with a strong focus on building curated, consumer-facing datasets
· 3+ years of experience in designing, developing, and maintaining robust data models from structured and unstructured sources
· 3+ years of experience writing accurate and effective code in SQL
· Experience with designing data model to power a variety of use cases, including experimentation
· Fluency in Python or another programming language, with solid fundamentals in version control and CI/CD practices
· Experience building and owning executive-level dashboards and reports using BI tools (e.g., Looker, Tableau, or similar)
· Strong business acumen, you will partner with data scientists and product managers to translate ambiguous business questions into concrete metric definitions and data models
· Excellent communication, comfortable being the connective tissue between technical and business teams
· Last but not least, desire to work with amazing, passionate people who care deeply about solving challenging problems to improve Discord
Bonus Points:
· Passion for Discord or online communities
· Experience building or contributing to a semantic layer or metrics store
· Experience with modern analytics and data engineering tools and workflows (dbt, BigQuery, or similar)
· Experience working on monetization and/or subscription products
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!
查看中文参考译文
Discord 拥有数百万日活用户组成的高度活跃社区,用户使用平台的原因各不相同,但有一件事几乎所有人都会做:玩电子游戏。Discord 在游戏未来中扮演着独特而重要的角色,我们致力于让人们在游戏前、游戏中和游戏后更轻松地一起玩乐。
Discord 正在寻找一位经验丰富且充满热情的 Data Engineer, Analytics 加入我们的数据团队!你将负责 transformation 和 semantic layer,将数据转化为干净、经过测试、文档完善的表格和 dashboard,供 data scientists、product managers 和业务利益相关者信赖和自助使用。你将定义并落地 metrics,指导我们如何识别机会、衡量成功和做出决策。如果你对此感到兴奋,并且对 data modeling、metric design 以及通过可靠数据赋能团队更快行动充满热情,请继续阅读!
你将要做的事:
· 设计、构建和维护经过整理的分析数据集和数据模型,作为 metrics、dashboard 和分析的权威来源
· 端到端负责 metric definitions,从与 data science 和产品团队合作定义应该衡量什么,到在生产环境中实现,再到在可视化工具中呈现
· 构建和维护高管级别的 dashboard 和自助报告工具,使业务利益相关者能够自行解答问题
· 与 data science、product manager 和 engineering 团队紧密合作,将业务问题转化为建模良好、高性能且可发现的数据资产
· 通过测试框架、文档和监控,为所负责的数据集建立并执行数据质量标准
· 推动在整个数据组织中采用一致的 data modeling 模式、命名规范和文档规范
你应该具备:
· 3 年以上 analytics 或 data engineering 经验,专注于构建经过整理的、面向消费者的数据集
· 3 年以上设计、开发和维护来自结构化和非结构化来源的健壮数据模型的经验
· 3 年以上编写准确有效 SQL 代码的经验
· 设计数据模型以支持多种用例(包括 experimentation)的经验
· 精通 Python 或其他编程语言,具备 version control 和 CI/CD 实践的扎实基础
· 使用 BI 工具(例如 Looker、Tableau 或类似工具)构建和拥有高管级别 dashboard 和报告的经验
· 较强的商业敏锐度,你将与 data scientists 和 product managers 合作,将模糊的业务问题转化为具体的 metric definitions 和数据模型
· 出色的沟通能力,乐于成为技术团队和业务团队之间的连接纽带
· 最后但同样重要的是,渴望与优秀、充满热情的人一起工作,他们深切关注解决具有挑战性的问题以改进 Discord
加分项:
· 对 Discord 或在线社区的热情
· 构建或贡献 semantic layer 或 metrics store 的经验
· 现代 analytics 和 data engineering 工具及工作流(dbt、BigQuery 或类似工具)的使用经验
· 从事 monetization 和/或 subscription products 的经验
为什么选择 Discord?
Discord 在游戏未来中扮演着独特而重要的角色。我们是一个 multiplatform、multigenerational 和 multiplayer 的平台,帮助人们围绕游戏和共同兴趣加深友谊,并帮助开发者构建和发展他们的业务。我们相信游戏让我们能够以最喜爱的人一起享受乐趣,无论是共同听音乐还是在竞技比赛中为钻石段位拼搏。加入我们的使命!你的未来只需轻轻一点!
译文仅供辅助阅读,具体要求以原始招聘来源为准。