Senior Data Analyst & CRO Specialist

Senior Data Analyst & CRO Specialist

Location: Remote

Reports to: Head of Product, Technology & Ecommerce

Classification: Non-Exempt

About the Role

CPAP.com is looking for an Analyst & CRO Specialist to serve as our core data analyst— the primary owner of reporting, analytics, and data infrastructure across the business, with conversion rate optimization as a key focus area. You'll be the go-to person for "what does the data say," building the dashboards and pipelines the whole company relies on, while also running the CRO testing program end to end. This is a hands-on, data-first role for someone who's equally comfortable modeling data in BigQuery, building a dashboard a non-technical stakeholder can read at a glance, and presenting a test readout to leadership.

What You'll Do

Core Analytics & Reporting

• Serve as the company's primary data analyst, owning reporting across e-commerce, marketing, product, and operations


• Build and maintain dashboards; define and standardize metrics so stakeholders across the company are working from the same numbers


• Own our data pipelines and modeling in BigQuery; understand how data flows in and structure it so it's usable


• Be the point person for ad hoc data requests and deeper analysis across departments


• Monitor key business metrics and proactively flag trends or anomalies, not just report on request CRO & Testing


• Own the CRO testing roadmap: identify opportunities, prioritize by impact, and run A/B and multivariate tests end to end


• Analyze site funnel, checkout, and PDP performance to find friction points and drop-off


• Partner with dev and design teams to scope, build, and QA test variants


• Report on test results with clear recommendations — win, lose, or inconclusive


• Maintain a testing log and knowledge base so learnings compound over time

What You'll Need

• 4+ years in a data analyst, analytics, or BI role, ideally with e-commerce exposure


• Strong SQL skills and real experience with data pipelines and data modeling


• Direct experience with Google BigQuery


• Comfort owning reporting infrastructure end to end — not just pulling numbers, but deciding how they should be structured and presented


• Experience using AI tools (Claude, ChatGPT, MCP-based workflows) to accelerate analysis and reporting a plus


• Experience with A/B testing platforms (Intelligems and/or Shoplift)


• Experience with Shopify strongly preferred


• Ability to write a clear test hypothesis and know when a result is actually significant Excellent written and verbal communication — you'll be presenting findings to non-technical stakeholders across the company

Nice to Have

• Experience with SourceMedium or similar attribution/reporting platforms


• Experience with PostHog or similar product analytics tools


• Experience in DTC health, wellness, or medical device e-commerce


• Familiarity with subscription or bundle purchase flows


• Basic HTML/CSS for reviewing or lightly editing test variants