WFH.teamOpen app$83k-$146k
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unspecified
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What this posting tells you
Remote contractor opportunity for an experienced retail trade or operations professional to review simulated retail scenarios and workflows, provide domain feedback, and help train AI systems. Requires at least 5 years of relevant hands-on expertise. No salary, education, visa, or work authorization details are stated.
Marketing, Operations, Product, Sales, Security, Customer support
Eligible countries are not stated.
Timezone overlap is not stated.
Expert · Contractor
- Eligible hiring countries are not stated
- Required timezone overlap is not stated
Marketing hiring on WFH.team
This role's listed pay is below the median among 200 comparable roles shown here. Category counts come from WFH.team's latest published remote job market snapshot.
Explore the remote job marketRetail Trade & Operations Expert at 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.
Working remotely at micro1
micro1 builds human-expertise data and evaluation infrastructure for AI models and agents. It recruits core-team employees and domain experts for AI training projects.
- Headquarters
- San Francisco Bay Area, California, United States
- Founded
- 2022
Expert opportunities are remote and can be flexible. International applicants are considered, subject to country exclusions and each project's requirements. Core-team work arrangements vary by opening; check the individual posting.
Apply through the official posting. Expert applicants complete an AI interview and skills certification, followed by project selection and onboarding. Certification does not guarantee a project or immediate work.