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AI Fabric Defect Texture Classification Engineer

Ontix Intelligence

On-site · $80k – $100k / year · Full-time · Posted 3 months ago

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About the role

We're building the next generation of automated fabric inspection tools for textile manufacturing lines. What we have today catches obvious tears and stains; what's missing is a texture classifier sensitive enough to flag subtle weave defects before they reach quality control. You'll design and train classification models on high-resolution fabric imagery, then deploy them to inspection stations on the factory floor. Reliability matters here — a missed defect means a returned shipment and an unhappy client.

Responsibilities

  • Design texture classification models for fabric defect detection
  • Train models on high-resolution inspection line imagery
  • Deploy models to on-site inspection stations
  • Tune thresholds to balance false positives and missed defects

Requirements

  • 3+ years with computer vision and tensorflow
  • Experience deploying models with docker to edge devices
  • Comfortable working on-site at a manufacturing facility

Benefits

  • On-site role with relocation support
  • Health and dental insurance
  • Manufacturing site meal allowance
  • Annual bonus

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Categories

AI & Machine Learning Engineers MLOps & AI Infrastructure

Skills

python computer vision tensorflow docker gcp

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Job Type

Full-time

Level

Mid-Level

Language

English

Salary Range

$80k – $100k / year

AI Expertise

AI & Machine Learning Engineers MLOps & AI Infrastructure

Skills

python computer vision tensorflow docker gcp

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