Retail Store Operations Manager - Remote
Listing checked September 18, 2026 · pay as published by Handshake AI
Overview
Handshake AI contracts retail store management professionals to improve how AI systems handle store operations questions. You will review model outputs against your own experience with store performance reporting, cash reconciliation, and inventory management, then explain where answers miss real-world practice. The project runs on a flexible, async schedule with no minimum hours, and most contributors log 5 to 20 hours a week while a project is active. You do not need prior AI experience. Your everyday tools and workflows become the reference point for training data that teaches models how retail operations run.
What You'll Do7
- 1Score AI-written answers about store operations for factual accuracy and relevance to real retail settings.
- 2Write reference responses that show how a store manager or district manager would handle common operational problems.
- 3Compare AI suggestions against your own experience with cash and inventory reconciliation.
- 4Flag gaps, unsafe advice, or unrealistic steps in model outputs.
- 5Document the tools and workflows you use at work so AI teams can map retail processes.
- 6Review model revisions and give targeted feedback until answers match professional standards.
- 7Work on your own schedule with AI researchers and project leads through written updates.
Requirements7
- 1Five or more years in retail store management, including titles like Store Manager, District Manager, or Retail Operations Manager.
- 2Direct experience with store performance reporting and the metrics that shape store decisions.
- 3Hands-on work with cash handling and inventory reconciliation.
- 4Clear written English that explains operational concepts to people outside retail.
- 5Comfort working on your own schedule and communicating through written updates.
- 6Sharp eye for detail when judging whether an answer reflects real store practice.
- 7No previous AI or machine learning experience required.
Who Should Apply
The best fit is a retail operations veteran with five or more years managing stores, districts, or retail operations teams. You know store performance reporting, cash handling, and inventory reconciliation from regular use, and you can explain those processes in clear written English. Candidates who treat this as a quick side task without reading model outputs with care tend to score low, as do applicants who list retail jobs but cannot describe specific operational workflows. The role is less suitable for someone who needs a fixed full-time schedule, regular meetings, or hands-on store leadership. If your experience comes only from corporate retail strategy without direct store management, your fit will be weaker.
Salary Insight
The listed pay is $80.00 per hour, a rate that reflects the senior retail management experience this project requires. For project-based AI training work in specialized domains, $80 per hour sits at the higher end and often matches contributors with deep operational backgrounds rather than entry-level retail staff. Hours vary by project, so total earnings depend on how many active projects you join.
Pay and demand for Retail & E-Commerce roles
AggregatedTypical pay
$80/hour
This role
$80/hr
Most Retail & E-Commerce roles pay $70–$80 per hour. This role's pay falls inside that range.
Based on 13 similar roles that publish pay
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 22
- Listed in last 30 days
- 14
- Remote
- 59%
Hiring most right now: Handshake AI (7) · ZeroHarm Sciences (5) · Aretto (4)
Most requested skills · share of roles
- ai evaluation18%
- store operations18%
- inventory management18%
- written feedback14%
Figures from Retail & E-Commerce roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
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Compensation
$80/hr
Required Skills
Application Tip
In your application, name the exact retail systems or reporting tools you used for store performance reporting and inventory reconciliation, such as POS platforms, ERP modules, or reconciliation spreadsheets. Quantify your scope: number of stores, team size, annual revenue, or inventory value. Those concrete details help reviewers see five or more years of hands-on management rather than general retail exposure.
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