AI training contract
Retail Trade & Operations Expert
Other · USD 40-70 an hour. · 15 openings
Retail Trade & Operations Expert is contract work for micro1, reviewing and correcting what AI models produce in other. The output of the job is expert judgement written down: a model gives an answer, someone who knows the subject decides whether it is right and explains why.
What it requires. No credential is stated on this listing beyond experience in the field.
What it pays. USD 40 to USD 70 an hour, as published by micro1. Rates in this category track how rare the credential is rather than how hard the work is.
Where. The listing says this role is remote and names no country. micro1 says it hires talent from around the world, except people who reside in Afghanistan, Belarus, China, Cuba, Democratic Republic of the Congo, Hong Kong, Iran, Iraq, Libya, Macao, Myanmar, North Korea, Russian Federation, Somalia, South Sudan, Sudan, Syria, Venezuela, Ukraine, Yemen, and Ethiopia. So this page lists every other country as eligible, on the strength of that rule and not of anything this listing says. Requirements can still differ by role, so check the application page on micro1 before you apply.
micro1 lists 15 openings on this role.
Skills named: Retail.
Applications are made on micro1, not here. WFA Digital is independent of micro1 and may receive a referral fee if you are hired, at no cost to you.
Full listing, as published by micro1
Role Title: Retail Trade & Operations Expert Role Type: Contractor Location: Remote micro1 is engaging Retail Trade & Operations Experts to contribute their specialized knowledge to a high-impact customer project within the retail sector. 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. This opportunity is open to professionals from various subdomains including Pharmacists, First-Line Supervisors of Retail Sales Workers, General and Operations Managers, and Private Detectives and Investigators who bring at least 5 years of hands-on expertise in retail operations. Scope of Work Review, analyze, and provide feedback on simulated retail scenarios and operational workflows to ensure authenticity and accuracy. Contribute insights on best practices, industry standards, and compliance requirements across retail trade subdomains. Create, evaluate, and refine written content related to retail operations, sales processes, and customer service interactions. Assess and validate the logical consistency of retail problem-solving methods and decision-making processes. Participate in structured discussions to clarify terminology, operational nuances, and context-specific challenges within the retail environment. Deliver actionable recommendations for improving AI outputs based on real-world retail expertise. Collaborate remotely using strong written and verbal communication skills to ensure clear, effective knowledge transfer. Preferred Qualifications Minimum of 5+ years of experience in retail trade, operations, or relevant subdomains (e.g., pharmacy operations, retail supervision, general management, private investigation in retail). Demonstrated ability to articulate complex operational processes and scenarios clearly in both written and verbal formats. Proven track record of implementing or advising on retail best practices and compliance requirements. Strong analytical skills with attention to detail in reviewing and validating workflows, procedures, and case studies. Experience working collaboratively in remote or distributed engagements. Familiarity with technology-driven solutions or platforms used in retail is a plus. Proactive approach to problem-solving and a commitment to high-quality, real-world accuracy in all deliverables.
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Rate, openings and requirements checked 2026-10-19 against micro1's own public postings.