Location
In office (Linkou)
Seniority
Senior
Employment
Full-Time
Overview
Company
Impact
Profile match
Advantech is a leading provider of industrial computing and internet of things platforms. Its products cover embedded boards, industrial servers and edge software. The company serves manufacturing, healthcare and smart city projects.
職務概要
我們正處於工業 AI 轉型的核心,專注於開發先進的 Edge AI 部署平台。我們將生成式 AI 與實體 AI 從雲端釋放,推向工業邊緣端。透過整合異質晶片(NVIDIA, Intel, Qualcomm)的算力,我們打造一個兼具隱私安全、高效監控與一致性體驗的平台解決方案,解決工業客戶最在意的數據隱私與即時控制難題。
主要工作內容
負責實體AI(Physical AI)與生成式AI(Generative AI)模型的訓練、微調、部署與實際應用落地。主要開發語言為:
- Nodejs, Python (Backend)
- Vue, React (Frontend)
將AI模型優化並部署至邊緣裝置(Edge Devices),確保在有限算力、記憶體與功耗條件下高效運行。 使用主流AI框架進行模型開發、轉換與推理加速,包括但不限於:
- PyTorch
- ONNX
- OpenVINO
其他相關框架(如TensorRT等專案需求)
必要條件 (EX. 包含學歷、幾年經驗、skillsets、語文能力、是否須具備證照、是否須配合出差)
學歷:碩士以上(資訊工程、電機工程、數學、統計、電腦科學等相關領域) 工作經驗:3-5年AI/ML相關實務經驗(具邊緣AI或模型部署經驗者優先) 語文條件:英文 -- 聽 /中等、說 /中等、讀 /精通、寫 /精通 擅⻑⼯具:Windows、Linux、Git、Docker, VSCode、AI Coding Assistant (Codex, GitHub Copilot) 核心技術能力:
- 熟練使用 Python進行AI相關開發
- 具備 機器學習 / 深度學習 基礎與實作經驗
- 熟悉主流深度學習框架,PyTorch、ONNX、TensorFlow
- 熟悉 Linux 與 Windows 開發環境
- 具備前端開發經驗,熟悉 Vue.js 與 React 等主流框架
- 具備後端開發經驗,熟悉 Java 與 Go 語言
- 了解Docker 容器化技術,並知道如何使用Docker File, Compose
加分條件
具備 NVIDIA Triton Inference Server 或相關 AI Serving 工具的使用經驗。 具備資料庫設計與操作經驗(SQL / NoSQL 皆可)
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