We are sharing a specialised part-time consulting opportunity for experienced Shopify professionals with deep expertise in e-commerce operations, platform data models, analytics, and real-world Shopify workflows to contribute to an advanced AI training project.

Selected professionals will review Shopify-related analytical tasks and scenarios, assess whether they accurately reflect real platform behaviour, and provide expert feedback on data structures, terminology, metrics, and workflow design. The work requires practical, hands-on knowledge of Shopify and e-commerce analytics, with a strong emphasis on realism, completeness, and operational accuracy. No prior experience in AI is required.

Key Responsibilities

Shopify Workflow & Data Model Review

• Review proposed Shopify and e-commerce task structures for alignment with real-world platform workflows
• Assess whether scenarios accurately reflect Shopify's underlying data model
• Evaluate the use of core Shopify objects including orders, products, customers, and reporting structures
• Identify where proposed workflows diverge from actual operator or analyst behaviour
• Apply hands-on Shopify expertise to validate task realism and technical relevance

• Review analytical scenarios involving conversion, retention, cohorts, revenue, and related e-commerce metrics
• Assess whether metrics, definitions, and assumptions reflect standard Shopify and e-commerce practice
• Identify gaps, unrealistic assumptions, edge cases, and incomplete analytical logic
• Evaluate whether proposed tasks are sufficiently comprehensive and representative of real business use
• Recommend refinements that improve analytical accuracy and practical relevance

• Validate terminology and definitions against accepted Shopify and e-commerce analytics conventions
• Recommend improvements to task structures, metric definitions, and analytical frameworks
• Highlight inconsistencies in language, data interpretation, or platform assumptions
• Suggest additional cases that better represent operator and analyst perspectives
• Apply current Shopify best practices when reviewing content and task design

• Provide clear, actionable written and verbal feedback on task quality and realism
• Explain why specific workflows, assumptions, or data structures require adjustment
• Collaborate with project stakeholders to clarify requirements and improve deliverables
• Contribute practical insights grounded in direct Shopify implementation and operational experience
• Maintain consistent, high-quality feedback across iterative review cycles

• 5+ years of deep, hands-on experience within the Shopify ecosystem
• Experience across store operations, development, analytics, consulting, or comparable Shopify-focused work
• Comprehensive knowledge of Shopify's data model, including orders, products, customers, and reporting
• Strong foundation in e-commerce analytics, including conversion, retention, cohort, and revenue analysis
• Demonstrated ability to identify unrealistic assumptions, incomplete workflows, and data-model inconsistencies
• Strong written and verbal communication skills
• Proven ability to provide clear, practical, and actionable expert feedback
• Experience advising on best practices for Shopify-related analytical work
• Experience working across multiple Shopify stores, consulting engagements, or agency environments is advantageous
• Familiarity with Shopify Plus, advanced reporting, SQL, or BI platforms such as Looker is beneficial
• No prior experience in AI research or model training is required

• Part-time independent contractor engagement
• Fully remote
• Approximately 5–10 hours per week
• Compensation: $60–$100/hour
• Work will involve Shopify workflow review, e-commerce analytics evaluation, data-model validation, and expert feedback
• No prior experience in AI is required
• The hiring process may include an AI interview, recruiter and team interviews, followed by offer and onboarding if selected
• Project scope, workload, timing, and duration may evolve depending on project requirements
• Work must be completed without using confidential or proprietary information belonging to any employer, client, institution, store, or other third party

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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