Advantech

IoT-Factory 智能檢測工程師-林口智能製造中心

Advantech  •  Taiwan, TW (Onsite)  •  1 month ago
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Job Description

此職務屬於研華的先進製程中心,主要在於推動廠區智能檢測專案,朝建立智慧工廠前進。透過機器學習、深度學習等技術,提供適合的解決方案,研究與開發人工智慧之演算法、應用與優化,協助設計分析流程(含資料蒐集、邊緣運算、應用演算法等),並協助廠區推動智能專案之開發與維運,提升廠區產品檢測品質及檢測效率。

主要工作內容:

-負責智能檢測系統的開發、導入與維運

-進行AI模型之設計、開發與實務應用優化,提升檢測準確率

-開發影像處理與電腦視覺演算法,應用於瑕疵檢測與異常偵測場景

-評估並導入新AI技術,以提升產線檢測效率與整體產能

人才需具備:

-學歷:大學以上

-科系:電子/電機/資工/資管/機械/數學/統計/工工相關科系

-擅長工具:Python/C#

-具備至少一種機器學習或資料分析工具或套件能力:PyTorch、TensorFlow、Keras、OpenCV等

加分項目:

-具備視覺AI及影像處理開發經驗,包含:- Object Detection(物件偵測)、 Zero-shot / Few-shot Detection 技術應用、 Anomaly Detection(異常偵測)、 Defect Detection(瑕疵檢測)實務經驗

-具備API開發與系統整合經驗
-具機器學習、深度學習或資料分析相關背景
-具備Prompt Engineering或模型微調(Fine-tuning)實務經驗
-具備演算法優化或模型加速經驗(如推論加速、邊緣部署)
-具備基本SQL應用能力

Advantech

About Advantech

Advantech is a global leader in IoT intelligent systems and embedded platforms, with the corporate vision of "Enabling an Intelligent Planet." To embrace the trends of edge computing and artificial intelligence, Advantech fully deploys its sector-driven strategy and focus on Edge Computing and Edge AI, targeting five key markets: Edge Intelligence Systems, Manufacturing, Energy and Utilities, iHealthcare, and iCity Services & iRetail. In the meantime, Advantech is enhancing its global presence and core competitiveness by integrating its Edge Computing hardware platform, the WISE-IoT software platform, and sector-specific Edge AI solutions with domain expertise. The integration will form an "Orchestration" model for seamless industrial chain connections, benefiting both our partners and clients. Advantech is also working with business partners to co-create business ecosystems that accelerate the goal of industrial intelligence.

Industry
Unknown
Company Size
1,001-5,000 employees
Headquarters
Neihu District, TW
Year Founded
Unknown
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