Senior Growth Analyst - Spark
雷德尔是果设备个人生产力领域的先驱力量,自2007年以来一直塑造了这个景观。我们的使命是为个人和团队提供创新技术,提高他们的效率和创造力。我们致力于为那些渴望取得更多成就的人创造出卓越的移动和桌面体验。作为 Readdle 高级增长分析师,你将掌握 Spark 如何发展的数字,积极发现机会并验证倡议的影响。从首次广告印象到长期更新,你会理解数据,设计事件结构,确保一切都可测量。你将挖掘道,发现见解,并构建仪表板,使产品和营销团队的增长绩效变得非常清晰。你将做什么:· 在 BigQuery 和 Amplitude 中转换和分析大型数据集,以发现产品与增长机会,趋势,异常以及用户旅程中的可操作见解。·建立和维护自动服务报告,让利益相关者能够用数据回答关键问题,并为事件指标提供明确的来源真相。·定义,记录和 QA 结构新功能,活动和实验;建立一个强大的货币化测量系统来支持定价和迁移决策。·分析广告,商店,内置,应用中的使用,购买和取消的用户道以确定放弃和增长机会。·设计,测序和监控 A/B 实验和功能启动;验证结果并确保统计严格性和一致的长期影响跟踪。·积极地向营销和产品团队提供见解,假设和增长机遇;通过数据和影响场景发现来塑造季度优先事项,从而影响路线图决策。·构建安装,转换,保留和收入预测和情况模型。·通过定制的 QA 流程确保在工具和管道中数据完整性;与测量供应商合作,以有意义地跟踪归属性和优化收购报告。关于你:· 在 B2C 或 SaaS 环境中经历5年以上的增长,产品或营销分析,在订阅基础上的产品中工作经验,价格定位,货币化和/或迁移倡议。·强大的 SQL 技能和与 BigQuery 或类似云数据仓库 (Redshift,雪);熟练使用 Tableau/Looker/等。f
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Readdle is a pioneering force in the personal productivity space on Apple devices, having shaped the landscape since 2007. Our mission is to empower individuals and teams with innovative technology, enhancing their efficiency and creativity. We are dedicated to crafting exceptional mobile and desktop experiences for those who aspire to achieve more.
As a Senior Growth Analyst at Readdle, you'll own the numbers behind how Spark grows and proactively discover opportunities and validate the impact of initiatives. From the first ad impression to long-term renewals, you'll make sense of the data, design event structures, and ensure everything is measurable. You'll dig into funnels, uncover insights, and build dashboards that make growth performance crystal clear for product and marketing teams.
What will you do:
- Transform and analyze large datasets in BigQuery and Amplitude to discover product & growth opportunities, trends, anomalies, and actionable insights across the user journey.
- Build and maintain self-serve reports that enable stakeholders to answer key questions with data and establish a clear source-of-truth for growth metrics.
- Define, document, and QA event structures for new features, campaigns, and experiments; build a robust monetization measurement system to support pricing and migration decisions.
- Analyze user funnels across ads, store, onboarding, in-app usage, purchases, and cancellations to identify drop-offs and growth opportunities.
- Design, sequence, and monitor A/B experiments and feature launches; validate results and ensure statistical rigor & consistent long-term impact tracking.
- Proactively surface insights, hypotheses, and growth opportunities to marketing and product teams; shape quarterly prioritization with discoveries from data and impact scenarios to influence roadmap decisions.
- Build forecasting and scenario models for installs, conversions, retention, and revenue.
- Ensure data integrity across tools and pipelines through established QA processes; work with measurement vendors to meaningfully track attribution and optimize acquisition reporting.
About you:
- 5+ years in growth, product, or marketing analytics in a B2C or SaaS environment, with experience working on user acquisition, pricing, monetization, and/or migration initiatives in subscription-based products.
- Strong SQL skills and experience with BigQuery or similar cloud data warehouses (Redshift, Snowflake); proficiency in Tableau/Looker/etc. for reporting and complex data visualization and product analytics tooling. Amplitude/Mixpanel/Heap/Hotjar/PostHog for event/property tracking and user journey tracking.
- Experience with marketing attribution platforms (Appsflyer/Adjust/Kochava/etc.); familiarity with Python/R for data analysis and automation. Experience with ML or time-series inference is a strong plus.
- Solid understanding of product analytics (funnels, cohorts, retention, event tracking), marketing analytics (incl. attribution, MMM, incrementality testing, etc.), statistics, experimentation, and experience with segmentation and modeling churn or LTV. Demonstrable advanced analytics experience (causal inference, quasi-experiments, linear programming, econometrics, etc.) is highly advantageous for the role.
- Proven ability to design self-serve dashboards and act as a strategic thought partner to PM/PMM teams, not just an executor of analytics requests.
- Solid business acumen. Comfortable working cross-functionally with product, marketing, and engineering teams with a proactive, curious, and coachable mindset.
What you will get at Readdle:
- Customer-centric culture. We put our users at the heart of everything we do. Every team member has the opportunity to engage directly with customers, gaining insights that shape meaningful, delightful experiences for millions worldwide.
- Relentless growth. We’re committed to mastery in our craft. We take ownership of our work, decisions, and outcomes, and we see feedback as a catalyst for growth. Every challenge is an opportunity to learn, evolve, and raise the bar.
- Exceptional people, exceptional team. Our greatest strength is our people. We care deeply about each other, work transparently, and celebrate collective success. Together, we build an environment where everyone can do their best work and grow beyond their potential.
- Real impact. We design products that truly matter. Our focus is on delivering tangible value, simplifying complexity, pushing boundaries, and continuously improving how we build and deliver solutions to our users.
- Culture of innovation. We embrace curiosity and creativity in everything we do. Fresh ideas are not just welcomed, they’re expected, celebrated, and turned into real innovations that shape the future of our products and company.
Originally posted on Himalayas