Customer Data Analyst

Customer Data Analyst The Customer Data Analyst plays a critical role in understanding and improving the health of our customer file across new and existing customers. This specialist-level role focuses on analyzing customer KPIs, identifying trends in acquisition, retention, and reactivation, and evaluating the impact of product, shopping experience and marketing performance on customer behavior. This role partners closely with Marketing, Digital Media, E-Commerce, and Technology teams to translate complex data into clear, actionable reporting that drives smarter decisions and measurable business impact. Key Responsibilities Analyze and report on core customer file KPIs, including acquisition, retention, reactivation, frequency, spend, and lifetime value Perform deep-dive analysis to understand the drivers behind customer trends and performance changes Monitor customer file health over time, identifying risks and opportunities tied to product, channel, and marketing performance Evaluate the effectiveness of marketing campaigns and product initiatives as they relate to customer growth and loyalty Partner with Digital Marketing to support ecommerce and marketing analytics Assist in identifying opportunities to improve marketing ROI and customer engagement through data-driven insights Develop and maintain dashboards and reporting tools to track customer and marketing performance Translate complex datasets into clear, actionable insights for marketing, merchandising, and leadership teams Support the development of standardized reporting frameworks and recurring performance readouts Partner with Technology and Platform teams to maintain the customer database, ensuring accuracy, consistency, and growth across online and offline channels Ensure data integrity through validation, cleansing, and ongoing quality checks Collaborate cross-functionally to support test-and-learn initiatives and continuous improvement Required Experience & Qualifications Bachelor's degree in Analytics, Data Science, or a related field; MBA or advanced degree a plus 3-5+ years of experience in data analysis, customer analytics, or marketing analytics Strong experience working with customer databases and large datasets Proficiency in data extraction and analysis Experience with Google Analytics and CRM or marketing automation platforms Experience with data visualization and BI tools Advanced Excel skills; familiarity with statistical analysis techniques Experience in ecommerce or digital-first businesses; fashion retail preferred Ability to manage multiple workstreams independently in a fast-paced environment Strong attention to detail with the ability to communicate insights clearly to non-technical stakeholders Bonobos