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 E-Commerce Analytics & Scenario Evaluation 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 Terminology, Metrics & Best Practices 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 Expert Feedback & Project Collaboration 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 Ideal Profile 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 Engagement Details 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 About the Platform This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams. By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: https://www.24-mag.com/privacy-policy