AOI Engineer (SMT) ID:59838

3,500 MYR ~ 7,000 MYR马六甲 Malacca约8小时 ago

概述

  • 薪资

    3,500 MYR ~ 7,000 MYR

  • 工作行业

    Manufacturing(Electronics/Semiconductors), Manufacturing(Machinery), Manufacturing(Chemicals/Materials)

  • 工作内容

    Automated Optical Inspection (AOI) engineers use specialized cameras, lighting, and image processing algorithms to develop and implement automated systems for detecting defects in manufactured products, particularly printed circuit boards (PCBs), ensuring quality and consistency.

    Their work involves designing vision systems, training machine learning models to identify flaws, and integrating these systems into production lines to minimize human error and improve manufacturing throughput.

    • Overcomes manual inspection limitations: AOI systems are faster and more accurate than manual inspection, which is time-consuming
    and prone to human error.
    • Ensures precision: Critical for inspecting complex electronics glazed substrate sheets at high speed and high volume
    • Reduces costs and errors: By catching defects early, AOI reduces rework, minimizes customer returns, and improves overall manufacturing efficiency leading to improved customer delivery
    • Develops inspection systems: AOI engineers design and build and operate the high-speed camera systems, lighting, and software that power AOI machines.
    • Programs vision algorithms: Write and refine algorithms that analyze captured images, compare them against a "golden standard" (a perfect reference) and flag any discrepancies.
    • Implements machine learning: They train machine learning models, including neural networks, to recognize various defects
    • Integrates systems into manufacturing: integrate these systems into production lines to inspect products at various stages
    • Enhances quality control: Objective is to provide automated, rapid, and accurate inspection, to ensure higher
    product quality and consistency.
    • Defect detection: Identifying surface-level issues and trace irregularities.
    • System calibration and validation: Ensuring the AOI systems are accurate and producing reliable results.
    • Troubleshooting: Resolving issues with the inspection system or identifying the root causes of recurring defects.
    • Collaboration: Working with cross-functional teams of engineers and technicians to resolve quality issues.

资格

  • 任职资格

    <Requirements>
    • Min. Bachelor’s Degree in Optical Engineering, Physics, Electrical Engineering, or related field
    • Min. 5 years in related working experience in a manufacturing environment
    • Strong problem-solving skills and attention to detail
    • Ability to work independently and in a team environment
    • Solid understanding of vision related systems mechanism

    <Advantageous>
    • Experience with vision technologies
    • Experience in Automated Optical Inspection (AOI) for material production process, semiconductor or precision manufacturing
    • Strong problem-solving and troubleshooting skills.
    • Strong communication and interpersonal skills, with the ability to work effectively in a team.
    • Willingness to work on the shop floor and provide hands-on support.

    <Technical Skills>
    • Automation & CI/CD: Deep expertise in building automated CI/CD pipelines specifically for ML (using Git, Jenkins, or GitHub Actions) and containerization with Docker.
    • Frameworks: Proficiency with ML lifecycle tools like MLflow, Kubeflow, or DVC for model versioning and tracking.
    • Backend: Strong Python skills, particularly for creating robust API endpoints and managing microservices.
    • Security & Monitoring: Experience implementing SSO/MFA for AI services and setting up real-time monitoring for model performance/drift.

  • 英文

    -

  • 其他语言

    Malay, English

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