AI–DRBFM Group ManagerID:75035

150,000 THB ~ 180,000 THB春武里 Chonburi10日 ago

概述

  • 薪资

    150,000 THB ~ 180,000 THB

  • 工作行业

    Manufacturing(Electronics/Semiconductors)

  • 工作内容

    【Job Summary】
    1. Advancing AI Implementation for DRBFM (Design Review Based on Failure Mode)
    - Building AI models (ML/NLP) using historical defect data, design change points, CAE results, etc.
    - Developing automated DRBFM sheet generation and risk extraction functions
    - Automatically predicting potential failure modes from design changes
    2. Collaboration with Product Design Departments
    - Supporting discussions with designers to extract change points and concerns
    - Presenting risks detected by AI during DR meetings
    3. Process and Quality Data Analysis
    - Integration of sensor data, MES, SCADA, test data, etc.
    - AI implementation for anomaly detection, failure precursor analysis, and root cause analysis (RCA)
    4. AI System Development and Operation
    - AI/ML algorithm development using Python
    - Implementation and operation using AWS (SageMaker, etc.)
    - Improvement of in-house AI tools
    5. Technical Documentation Creation and Presentations (English/Thai)
    6. Collaboration with Japanese Engineers and External Vendors

    *We aim to pursue joint research with Chulalongkorn University in the future and would like you to lead this effort.

资格

  • 任职资格

    【Must】
    - Bachelor's degree
    - English: Business level (technical discussion level)
    - Python (AI/ML frameworks: TensorFlow / PyTorch / Scikit-learn)
    - Data analysis (Pandas, NumPy)
    - Experience implementing AI on cloud platforms (AWS or GCP)
    - Basic understanding of design quality and manufacturing processes (mechanical or electrical engineering background acceptable)
    - Basic knowledge of DRBFM, FMEA, and quality management (practical experience not required)

    【Advantage】
    - SCADA / MES / IoT practical experience
    - Basic knowledge of CAE (structural/thermal analysis)
    - Experience in process improvement and automation within manufacturing
    - Experience with DRBFM or design reviews
    - Japanese (N3 up)
    - Certifications in AWS Machine Learning / Data Analytics, etc.

  • 英文

    Level 3 - Business Level

  • 其他语言

    English

附加信息

  • 福利制度

    - Shuttle Bus(Sriracha/Bangsaen)
    - House Allowance
    - Language Allowance
    - Bonus
    - Provident Found

  • 工作时间

    8:00 ~ 17:20

  • 假日

    - Sat Sun Holidays

  • 职业类别