Project Overview:

We are seeking experienced production supervisors to evaluate manufacturing and operations prompts,

workflow scenarios, and AI-generated rubrics related to production management, quality control, safety,

and workforce coordination.

Location: U.S.-based experts only

Engagement: Part-time, project-based expert evaluation work

Work Type: Remote

Responsibilities:

Contributors will:

• Review production-management prompts and operational workflows
• Evaluate AI-generated rubrics for manufacturing accuracy and process completeness
• Assess AI outputs for workflow logic, safety considerations, and efficiency
• Identify operational risks, quality-control gaps, or staffing issues
• Recommend improvements to evaluation frameworks
• Draft benchmark responses for operational scenarios
• Apply professional judgment to production-management decisions
• Follow project data-use and confidentiality requirements

Qualifications:

• Experience supervising manufacturing, warehouse, or production teams
• Familiarity with quality control and operational workflows
• Strong problem-solving and communication skills
• Ability to evaluate operational reasoning and decision-making

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