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
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