Retail Trade & Operations Expert
Listing checked October 14, 2026 · pay as published by Micro1
Overview
micro1 seeks Retail Trade & Operations Experts to bring real-world retail knowledge into a customer project that trains next-generation AI systems. You will review simulated retail scenarios, validate operational workflows, and help models learn how retail decisions actually get made. No AI background is needed. What matters is at least 5 years of hands-on experience in retail operations, pharmacy operations, retail supervision, general management, or related investigative work. The engagement is remote and contractor-based.
What You'll Do7
- 1Examine simulated retail scenarios and operational workflows, then give feedback that keeps them true to real-world practice.
- 2Share knowledge on best practices, industry standards, and compliance rules across retail trade subdomains.
- 3Write, assess, and improve content tied to retail operations, sales processes, and customer service interactions.
- 4Check retail problem-solving methods and decision-making steps for logical consistency.
- 5Join structured discussions to clarify terminology, operational nuances, and context-specific retail challenges.
- 6Offer concrete recommendations that raise the quality of AI outputs using your retail expertise.
- 7Work with a distributed team through clear written and verbal communication to transfer knowledge.
Requirements7
- 1At least 5 years of experience in retail trade, operations, or a related subdomain such as pharmacy operations, retail supervision, general management, or private investigation in retail.
- 2A proven ability to explain complex operational processes and scenarios in both writing and speech.
- 3A track record of putting retail best practices and compliance requirements into action or advising on them.
- 4Strong analytical skills and close attention to detail when reviewing workflows, procedures, and case studies.
- 5Experience collaborating in remote or distributed engagements.
- 6Familiarity with technology-driven retail solutions or platforms is a plus.
- 7A proactive approach to problem-solving and a commitment to real-world accuracy in every deliverable.
Who Should Apply
Retail professionals with 5+ years in operations, pharmacy, supervision, general management, or retail investigation who can explain how retail processes work and spot inconsistencies in workflows. If you have advised on best practices or compliance and want to apply that knowledge to AI training, this fits.
Salary Insight
The role pays $40 to $70 per hour. That range is stated in the source, so no further pay details are given here.
Pay and demand for AI Training roles
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$70/hour
This role
$40–$70/hr
Most AI Training roles pay $40–$100 per hour. This role's pay falls inside that range.
Based on 1,045 similar roles that publish pay · 302 publish only a top rate; those count at the rate they gave
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Most requested skills · share of roles
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Compensation
$40–70/hr
Required Skills
Application Tip
In your application, name the exact retail subdomain you know best, such as pharmacy operations or first-line retail sales supervision, and give one example of a workflow or compliance issue you reviewed and corrected. That concrete detail shows the operational depth this project needs.
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