Retail Trade & Operations Expert - Remote

About this role

Role Title: Retail Trade & Operations Expert
Role Type: Contract
Location: Remote
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.

Originally posted on Himalayas