分析工程师
Analytics Engineer
职位描述
Thatch 正在重新定义健康福利的运作方式。我们开发软件，让员工真正掌控如何使用他们的福利。
我们正在寻找一名数据分析工程师，负责公司运行的数据模型、指标和仪表盘。你将定义我们如何衡量业务，从原始数据到领导层、增长、财务和运营每天使用的数字。这项工作涉及真实资金和真实的医疗决策。一致性与可靠性很重要，但让依赖这些数据的团队能够轻松使用同样重要。
你将负责
· 从定义到采用，全面负责有意义的指标和数据产品。
· 构建和维护定义我们如何衡量业务的 dbt 模型。
· 设计并维护增长、财务和运营团队用于日常决策的仪表盘。
· 通过测试、监控和验证来提升数据质量。
· 实现自助分析，使团队能够自行回答问题并加快进度。
我们寻找
· 在生产环境中构建分析模型和仪表盘的经验。
· 强大的 SQL 技能，以及使用 dbt 或类似工具的经验，同时具备 Python 的基础知识以进行临时分析。
· 对指标设计有敏锐的直觉，包括粒度、聚合和边界情况。
· 渴望与利益相关者紧密合作，定义问题并将其转化为指标、模型和分析工具。
· 在速度、准确性和可维护性之间做出良好权衡的能力。
我们根据能力层级招聘，最看重的是你曾负责的范围、你带来的影响以及你的决策方式。
工具和技术栈
· dbt 和 SQL 用于建模。
· Snowflake 作为我们的数据仓库（正在从 Redshift 迁移）。
· Omni 用于商业智能，搭配 Hex 等工具进行临时分析。
· GitHub 配合 CI/CD 进行版本控制。
· AI 工具（如 Claude、ChatGPT、Copilot）已融入我们的日常开发和分析流程中。
你不会每天直接在应用层工作，但理解来自 Ruby on Rails 等系统的源数据非常重要。
脱颖而出的经验
· 具备数据测试、CI/CD 和构建可靠、可观测数据系统经验。
· 与财务、增长或市场推广团队密切合作。
· 构建自助分析工具，减少临时请求。
· 在医疗保健、金融科技或其他复杂、受监管的领域工作过。
我们如何协作
· 我们行动迅速，偏向于采取行动。
· 我们尽早交付，学习成长
查看英文原文
About the role
Thatch is rewiring how health benefits work. We build software that gives employees real control over how they use their benefits.
We're looking for an Analytics Engineer to own the data models, metrics, and dashboards the company runs on. You'll define how we measure the business, from source data through the numbers that leadership, growth, finance, and operations use every day. This work touches real money and real healthcare decisions. Consistency and reliability matter, but so does making the data simple to use for the teams who depend on it.
What you will do
- Take ownership of meaningful metrics and data products, from definition through adoption.
- Build and maintain dbt models that define how we measure the business.
- Design and maintain dashboards used by growth, finance, and operations to make day-to-day decisions.
- Improve data quality through testing, monitoring, and validation.
- Enable self-serve analytics so teams can answer their own questions and move faster.
What we are looking for
- Experience building analytics models and dashboards in a production environment.
- Strong SQL skills and experience with dbt or similar tools, and working knowledge of python for ad-hoc analysis.
- Strong intuition for metric design, including grain, aggregation, and edge cases.
- Eagerness to work closely with stakeholders to define problems and translate them into metrics, models, and analytic tools.
- Good judgment when balancing speed, accuracy, and maintainability.
We hire across levels and care most about the scope you’ve owned, the impact you’ve had, and how you make decisions.
Tools and tech stack
- dbt and SQL for modeling.
- Snowflake as our data warehouse (migrating from Redshift).
- Omni for BI, with tools like Hex for ad hoc analysis.
- GitHub with CI/CD for version control.
- AI tools (e.g., Claude, ChatGPT, Copilot) are woven into our daily development and analysis workflow.
You won’t work directly in our application layer day-to-day, but understanding source data from systems like Ruby on Rails is important.
Experience that stands out
- Experience with data testing, CI/CD, and building reliable, observable data systems.
- Partnering closely with finance, growth, or go-to-market teams.
- Building self-serve analytics tools that reduce ad hoc requests.
- Working in healthcare, fintech, or other complex, regulated domains.
How we work
- We move quickly and are biased toward action.
- We ship early, learn from real usage, and iterate.
- We operate with trust, ownership, and high empathy.
- We value clarity over ceremony and quality over shortcuts.
What to expect
We aim to move quickly, and most candidates complete the process within 2–3 weeks. You can expect:
- An initial conversation with a recruiter.
- A conversation with the hiring manager.
- A take-home analytics exercise.
- A review of your work, including modeling and coding exercises with the team, and a discussion with cross-functional partners.
- A final conversation with engineering and company leadership.
Estimated Compensation Range
$160,000—$190,000 USD
About Thatch
We’re a fully distributed early stage company using technology to change the way America does healthcare. We’re a happy, friendly, high-velocity team. You can read more on Thatch here.
Originally posted on Himalayas