Shopify Specialist, Remote - Contract

Xperteez Technology,
$60 - $100Remote

About The Position

In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

Requirements

  • Shopify data model
  • E-commerce analytics
  • Applied Shopify experience
  • Feedback quality

Nice To Haves

  • 5+ years of deep, hands-on experience within the Shopify ecosystem—across store operations, development, or analytics.
  • Comprehensive knowledge of Shopify's data model (orders, products, customers, reporting).
  • Strong foundation in e-commerce analytics, including conversion, retention, cohort, and revenue measurements.
  • Proven ability to communicate feedback clearly and effectively in both written and verbal forms.
  • Direct experience advising on best practices for structuring Shopify-related analytical work.
  • Experience with multiple Shopify stores, or as a consultant or agency professional (nice to have).
  • Familiarity with Shopify Plus, advanced reporting, and analytical tools such as SQL or BI platforms (e.g., Looker) is a plus.

Responsibilities

  • Review proposed Shopify and e-commerce task structures, identifying where they diverge from actual platform workflows and data models.
  • Provide clear, actionable written and verbal feedback on the realism and completeness of analytical scenarios and deliverables.
  • Advise on Shopify's core data objects—including orders, products, customers, and reporting—to ensure analytic tasks align with real-world use.
  • Highlight gaps, edge cases, or unrealistic assumptions in scenario framing, drawing on direct hands-on experience.
  • Recommend improvements to task structures, terminology, and metrics based on best practices in the Shopify and e-commerce ecosystem.
  • Validate that terminology and definitions are consistent with standard Shopify/e-commerce analytics language.
  • Suggest additional cases or refinements to better reflect the operator and analyst perspective.
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