Data Analyst

About Javvy

Javvy is on a mission to set a new standard for café favorites with better-for-you beverages that are craveable, convenient, and without compromise. Positioned at the intersection of café culture, convenience, and functional nutrition, we’re reimagining the drinks people buy every day — proving you don’t have to compromise between great taste and quality ingredients. What began as a cult-favorite DTC brand has rapidly scaled into an omnichannel business, now expanding into major retail while building a loyal community around better-for-you café favorites.

The Opportunity:

Javvy is seeking a highly analytical and detail-oriented Data Analyst to own and strengthen the company’s analytics function. This role will serve as the internal lead for data accuracy, reporting integrity, and analytics operations while managing an external data agency that supports BigQuery infrastructure, data modeling, ETL processes, and dashboards.

The ideal candidate is more than a dashboard builder — they are a strategic partner who ensures the business can confidently rely on the data used to make decisions. This person understands e-commerce analytics, validates outputs thoroughly, identifies inconsistencies proactively, and develops a deep understanding of the company’s key metrics and reporting standards.

What You’ll Own:

Analytics & Agency Management

• Manage the day-to-day relationship and workflow with the external data agency across BigQuery, ETL pipelines, data modeling, dashboards, and reporting requests.
• Define project scopes, priorities, timelines, tickets, and acceptance criteria for analytics initiatives.
• Review and validate agency deliverables for accuracy, logic, documentation quality, naming consistency, and business relevance.
• Maintain and prioritize the company analytics roadmap across leadership, marketing, finance, operations, e-commerce, and growth teams.
• Ensure analytics projects are delivered on time with clear requirements and minimal revisions.
• Escalate blockers and ensure projects remain on track.

Data Quality & Validation

• Validate dashboards, SQL queries, data models, funnel reporting, and KPI outputs against source systems and business rules.
• Investigate discrepancies, tracking issues, missing data, duplicate events, and reporting inconsistencies.
• Develop and maintain QA processes, reconciliation workflows, metric dictionaries, and reporting documentation.
• Own and enforce company-wide metric definitions including revenue, CAC, contribution margin, shipping, refunds, discounts, subscriptions, marketplace reporting, and attribution rules.
• Ensure consistency across BigQuery, BI tools, Amplitude/PostHog, marketing platforms, and finance reporting.
• Proactively identify and resolve discrepancies, reporting gaps, and tracking issues before they impact stakeholders.

Reporting & Business Analysis

• Write and optimize SQL queries in BigQuery to answer business questions and support operational decision-making.
• Build and maintain dashboards, recurring reports, and executive-level visualizations.
• Support daily ad hoc reporting requests while improving long-term self-service reporting capabilities.
• Analyze e-commerce performance across acquisition, conversion rate, retention, LTV, AOV, subscriptions, customer cohorts, product performance, shipping, and marketplaces.
• Translate analytical findings into actionable business recommendations while clearly communicating assumptions, caveats, and confidence levels.
• Deliver reporting and insights that are trusted, actionable, and easy for teams to interpret and use.

Tracking & Funnel Analytics

• Partner with developers and the external agency to maintain accurate event tracking, data ingestion, and instrumentation.
• Support implementation and QA for GTM, pixels, server-side tracking, browser-based tracking, webhooks, and related analytics infrastructure.
• Manage and validate funnel reporting and user journey analysis within Amplitude or PostHog.
• Identify tracking gaps, event taxonomy issues, and opportunities to improve reporting quality.

You’re a Fit If…

• Prior experience in e-commerce analytics.
• Strong SQL skills, preferably within BigQuery.