• Collect, prepare, and analyze data to support operational and strategic needs • Perform ad hoc data queries to address emerging questions • Validate datasets, reports, and dashboards to ensure accuracy, completeness, and alignment with PSI standards • Develop data visualizations • Collaborate with internal and external stakeholders to resolve data-related issues • Work with department representatives to define requirements, identify data sources, and design metrics tracking

• Strategic Data Interpretation & Insight Generation: Dive deep into our vast, intricate datasets, encompassing millions of watch results from hundreds of auction houses and dealers globally, to unearth actionable insights that directly influence critical business decisions across product development, marketing, and market trend analysis. You'll go beyond reporting to tell compelling data stories that drive strategic recommendations for executive leadership, our premium members, and various business units. • Advanced Analytics & Predictive Modeling: Apply sophisticated analytical techniques, including advanced regression, time-series forecasting, and predictive modeling, to identify emerging trends, forecast market shifts, assess the performance of specific watch models and brands, and pinpoint significant growth opportunities within the competitive luxury watch landscape. • Executive-Level Data Visualization & Storytelling: Design and develop highly intuitive, visually compelling, and interactive dashboards and reports using Tableau (or Power BI). Your visualizations will not just display data, but tell a clear, concise story, enabling stakeholders at all levels, from individual collectors to industry professionals, to quickly grasp key metrics, understand complex trends, and make informed decisions about buying, selling, and valuing luxury watches. • SQL Mastery for Data Excellence: Expertly write, optimize, and execute complex SQL queries for efficient data extraction, transformation, and loading (ETL) from our extensive watch market database. You'll be the go-to expert for ensuring robust and reliable data pipelines that feed our analytics tools. • Data Governance & Quality Assurance: Champion data integrity and accuracy across all our platforms. You will proactively identify and resolve data discrepancies, perform rigorous data cleaning and validation, and establish best practices to ensure consistency and reliability across all datasets and analytical outputs, critical for maintaining EveryWatch's reputation as the most reliable source of watch market data. • Luxury Watch Market Insight Integration: Leverage your deep understanding of the luxury watch market, collector behavior, and industry trends to enrich your analysis. Contextualize data-driven insights with your market intelligence to deliver more impactful and nuanced strategic recommendations, particularly in areas like pre-owned watch valuation and market liquidity.

• Perform exploratory data analysis (EDA) on financial, ERP, and billing datasets • Write and optimize SQL queries for data extraction, transformation, and reporting • Analyze ERP data (finance, procurement, supply chain) to generate business insights • Generate and validate billing insights, ensuring accuracy and reconciliation • Support financial reporting and dashboard creation for business stakeholders • Ensure compliance with financial regulations and reporting standards • Track and analyze OPEX and TCO reduction initiatives, identifying cost optimization opportunities • Perform data reconciliation and validation across multiple enterprise systems • Utilize GCP (BigQuery, Dataproc, Cloud Storage) for data analysis and reporting

• Analyze daily, weekly, and monthly revenue performance across channels and geographies • Monitor contribution margin (CM) against forecast and plan • Identify and quantify the drivers of CM volatility — including refunds, CAC shifts, discount depth, and channel mix • Partner with Paid Media and Growth teams to deliver deep channel-level analysis • Build and maintain cohort-based refund curves and payback views • Support the build and maintenance of 30/60/90-day revenue forecasts • Build dashboards that matter • Translate analysis into clear recommendations