Description review

Shopify Specialist

micro1 · Remote · back to the listing

HR standards

69/100

needs work

Title ↔ description

62/100

needs work

Reads as

Business Analyst

88% confident

What this role officially is

ICT business analyst — ESCO, the EU occupation classification

ICT business analysts are in charge of analysing and designing an organisation's processes and systems, assessing the business model and its integration with technology. They also identify change needs, assess the impact of the change, capture and document requirements and then ensure that these requirements are delivered whilst supporting the business through the implementation process.

Also known as: ICT business analysts, business process specialist, IT business analyst

How others title the same work

Startups

  • Business Operations Associate AtoB
  • Mid Product Analyst (Identity & Orchestration) Authologic
  • Strategic Projects Associate Corgi Insurance

What the listing never says

  • 17 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Role Title: Shopify Specialist

Role Type: Contractor (~5 - 10 hs/week)

Location: Remote

micro1 is engaging Shopify Specialists to contribute subject-matter expertise for a customer project focused on e-commerce workflows and analytics. 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.

Scope of Work

• 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.

Preferred Qualifications

• 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.

Hiring flow:

• AI Interview

• Recruiter and team members interview

• Offer and onboarding (if selected)

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 8 points (from 77 before penalties). Reviewed 21 Sep 2026.