Garment Manufacturing QC Specialist

Meridial Marketplace, by Invisible; Pakistan; On-site; PKR 2,294,725 - 5,736,812; Full time

Job summary

Meridial Marketplace, by Invisible seeks experienced garment QC specialists to evaluate AI model reasoning on real-world QC scenarios. You will review defect identification, stitching quality, and material consistency across production stages in a factory setting.

The role emphasizes practical factory-floor experience, clear communication, and the ability to explain quality judgments and production realities to improve training prompts and evaluation criteria.

Qualifications

• Hands-on garment quality control experience in factory or production environments.
• Ability to identify defects and assess stitching quality, material consistency and finishing standards.
• Strong communication to discuss QC scenarios and explain quality judgments.

Responsibilities

• Review garment QC scenarios with the model and verify model reasoning.
• Evaluate defect classification and severity, and analysis of inspection workflows across production stages.
• Suggest improvements to prompts and evaluation criteria for training data.

Skills

Garment QC

Defect identification

Quality standards

Job description

Description:

Are you experienced in garment manufacturing quality control and interested in helping train the next generation of AI systems? As AI models are increasingly applied to global manufacturing, supply chain monitoring, and production analysis, their ability to reason about quality standards, inspection processes, and factory workflows depends on accurate, real-world training data. That training data begins with practitioners who understand how garments are actually produced and evaluated.

We’re looking for Garment Manufacturing QC Specialists with hands-on experience inspecting garments and finished goods in factory or production environments. You’ll challenge AI models on real-world quality control scenarios involving defect identification, measurement tolerances, stitching quality, material consistency, finishing standards, and production compliance. This project focuses on evaluating how well models understand manufacturing workflows, common failure points, and quality decision-making at scale.

On a typical day, you will review and discuss garment quality inspection scenarios with the model, verify whether model reasoning aligns with real factory QC practices, evaluate defect classification and severity assessment, analyze inspection workflows across production stages, capture recurring model errors, and suggest improvements to training prompts and evaluation criteria.

General experience in garment manufacturing environments is ideal, including familiarity with sewing outputs, production lines, and inspection checkpoints. This project does not require advanced technical education; practical factory-floor experience in quality checking or garment inspection is strongly valued. Clear communication and the ability to explain quality judgments and production realities are essential.

We offer a pay range of $6-to-$15 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.