高级性能工程师,数据产品
Senior Performance Engineer, Data Products
_此职位为美国境内的远程岗位。_
我们正在寻找一位以产品为导向的高级性能工程师,以提升我们的产品与大型复杂医疗数据集的交互方式。该职位利用数据科学技能,通过迭代改进数据平台的性能,从而推动产品体验的结果。
这项工作具有分析性,结果是实用的:更快、更可扩展的产品。你将调查现有的性能问题,预测未来产品和数据集变化的影响,并在整个系统中推出改进措施——从数据架构和查询执行到API请求模式和用户体验。
在此职位上取得成功意味着能够展示以下成果:
- 某个关键过滤器和数据源组合在生产环境中现在快了x%
- 一个新数据集的变化预计会导致y%的延迟增加,而我们在发布前已有缓解方案
- 一个产品工作流程现在使用的ClickHouse资源减少了z%,同时不影响用户体验
### 职责
- 主导产品和数据堆栈中的性能调查,从慢查询或差的用户体验出发,找到可衡量的根本原因并实现生产环境的改进
- 设计并评估数据架构的变更
- 与产品、前端和后端工程师合作,通过请求批处理、防抖、缓存、分页等技术,使产品行为适应底层数据特性
- 为重要的过滤器、数据集和产品工作流程组合开发代表性基准
- 测量查询延迟、吞吐量、并发性和基础设施消耗,特别关注数据存储性能和成本(我们使用ClickHouse Cloud)
- 在上游数据集变更进入生产环境之前评估其可能的性能影响
- 评估未来的产品需求,并推荐在功能、响应速度、可扩展性和成本之间取得平衡的技术或产品方案
- 原型化竞争性解决方案,清晰地沟通其权衡,并在生产环境中验证所选方案
- 提升数据驱动产品体验中的性能工具、监控和回归检测能力
- 当数据产品平台成为其他产品和团队的支持层时,建立可复用的模式和能力
### 你将带来的价值
- 5年以上构建和优化生产数据系统、数据集成的经验
查看英文原文
_This is a fully remote role within the United States._
We’re looking for a product-minded Senior Performance Engineer to improve how our products interact with large, complex healthcare datasets. This role uses Data Science skills to drive Product Experience outcomes, by iterating to improve the performance of our Data Platform.
The work is analytical, and the outcome is practical: a faster, more scalable product. You’ll investigate existing performance problems, anticipate the impact of future product and dataset changes, shipping improvements across the full system—from data architecture and query execution to API request patterns and user experience.
Success in this role means being able to demonstrate outcomes such as:
- A critical filter and data-source combination is now x% faster in production
- An incoming dataset change is expected to increase latency by y%, and we have a mitigation plan before launch
- A product workflow now uses z% fewer ClickHouse resources without compromising the user experience
### Responsibilities
- Own performance investigations across the product and data stack, moving from slow queries or poor user experiences to measurable root causes and production improvements
- Design and evaluate data architecture changes
- Partner with Product, frontend, and backend engineers to adapt product behavior to the characteristics of the underlying data through techniques such as request batching, debouncing, caching, pagination…
- Develop representative benchmarks for important combinations of filters, datasets, and product workflows
- Measure query latency, throughput, concurrency, and infrastructure consumption, with particular attention to datastore performance and cost (we use ClickHouse Cloud)
- Evaluate the likely performance impact of upstream dataset changes before they reach production
- Assess future product requests and recommend technical or product approaches that balance functionality, responsiveness, scalability, and cost
- Prototype competing solutions, clearly communicate their tradeoffs, and validate the selected approach in production
- Improve performance instrumentation, monitoring, and regression detection across data-powered product experiences
- Establish reusable patterns and capabilities as the Data Product platform becomes a supporting layer for additional products and teams
### What you’ll bring to the role
- 5+ years of experience building and optimizing production data systems, data-intensive applications, or analytical products
- Advanced SQL skills and strong proficiency with Python or another general-purpose programming language
- Experience optimizing analytical workloads in column-oriented databases or data warehouses
- Experience changing how data is organized or stored to improve application performance. Examples may include restructuring tables, precomputing results, changing indexes, or optimizing how data is queried.
- Experience using query plans, profiling, benchmarks, and production telemetry to diagnose performance problems
- Ability to reason across system boundaries, including databases, APIs, backend services, client request patterns, and product interactions
- A hypothesis-driven approach to performance work: define the problem, establish a baseline, test alternatives, and quantify the production result
- A mindset of connecting technical work to user or business outcomes
- Your own product judgment, the ability to identify cases where changing the product experience is more effective than changing the underlying data system
### Bonus points
- Experience with ClickHouse
- Experience contributing to data-heavy search, filtering, analytics, or reporting products
- Experience with healthcare specific data types: claims, contract rates, revenue cycle, medical billing, or healthcare pricing experience
### Benefits
- Competitive pay with equity options
- Stellar healthcare plan options, including Medical, Dental, and Vision, with FSA, DCFSA, and HSA options
- Company-sponsored disability and life insurance
- Unlimited PTO
- 401(k) with 4% matching
- Fully remote work and flexible working hours
- $750 work-from-home setup budget
- Paid biannual in-person company summits
- Quarterly $150 co-hanging stipend to meet with coworkers
- Monthly $100 health and wellness benefit
- Generous paid family leave
- Annual $1,200 learning and development stipend
## **About Turquoise Health**
Turquoise Health is a Series C price transparency platform for finance leaders across healthcare. Backed by a16z, Oak HC/FT, Adams Street, Yosemite, Bessemer Venture Partners, and others, we power price transparency for 300+ enterprise organizations and are building the infrastructure for a more open, efficient healthcare marketplace. We're a remote-first, US-based team that values transparency, empathy, inclusivity, creativity, and ownership.
We operate on US business hours and work with clients entirely based in the US. For this role, we are seeking US-based candidates.
_We strongly encourage BIPOC, people with disabilities, and LGBTQIA+ folks to apply for any open roles of interest. Healthcare affects all people differently, but it significantly affects those in underserved communities. With a robust, diverse team, we are stronger and better equipped to change the future of healthcare for all._
### **Disability Accommodation Email**
Turquoise is committed to providing reasonable accommodations to applicants and employees with disabilities. Please tell us if you require a reasonable accommodation to apply for a job or to perform your job. Examples of reasonable accommodation include making a change to the application process or work procedures, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment. If you require assistance or an accommodation with the hiring process, please contact recruiting@turquoise.health