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Why this grade This listing scored 36/100, which is an F. It lost the most ground on freshness. See the breakdown
- Description depth 20 / 20 How much the posting actually says about the work, measured in characters of real text.
- Pay transparency 12 / 25 A published salary range, worth more than any other single factor because it is what a candidate cannot find out without applying.
- Remote clarity 8 / 15 Whether "remote" means anywhere, or is quietly restricted to one country.
- Role specificity 6 / 10 Whether the listing is tagged well enough to tell what the role actually is.
- Corroboration 5 / 10 Whether more than one source carries this listing.
- Freshness 0 / 15 How recently it was posted. Older postings are likelier to be filled or abandoned.
-15 Ghost-job penalty — Deducted for signals that this posting may not be a real, currently-open role — staleness, repeated relisting, or talent-pool language.
Every figure above is arithmetic over the posting itself — its salary field, its text, its age, its tags and how many sources carry it. How the grades work →
Full-Time Senior QA & Testing
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.
Ready to turn your garment manufacturing QC expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will help improve manufacturing quality worldwide.
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.
Project Title: Garment Manufacturing QC Specialist – Freelance AI Trainer Project
Employment type: Freelance / Contract
Workplace type: Remote
Apply for this role Opens jobicy.com — the link as listed; we have not yet verified it is the employer's own page
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Where this listing came from
- 14 Jul 2026 Jobicy first sighting
Seen on 1 board over 63 days. The employer edited the description 1× since we first recorded it.