JKR010-Senior AI Software Engineer

2 weeks ago


Taipei, Taiwan WNC Corporation Full time NT$4,000,000 - NT$8,000,000 per year

We are a leading company in the wireless broadband communications industry looking for talented professionals with a winning attitude.

Job Description

1. 痛點分析與方案設計:根據客戶的痛點與需求,提出具備競爭力與差異化的硬體、軟體(包括雲端、邊緣計算、AI、應用等)及服務的整合方案與架構設計,舉凡工業領域 AI 應用、智慧家庭 AI 垂直整合應用、WiFi 感知技術等。
2. 軟硬體整合與開發:根據客戶需求規格及專案時程,與硬體工程師、韌體工程師密切合作,確保垂直整合方案中的軟硬體與 AI 系統無縫集成,並完成相關軟體(包括雲端軟體)設計及實作、資料分析、AI 模型的設計與開發工作。
3. 場域測試與驗證:在實際應用場域中對開發的垂直整合方案(包括 AI 軟體)進行全面驗證,分析測試結果,找出潛在問題並提出改進方案,確保方案在不同場景下穩定運行,並符合客戶期望。
4. 產品規劃與優化:根據客戶反饋和市場需求,對產品及整合方案進行持續優化與調整,以提高其市場競爭力和滿足客戶的長期需求。
5. 技術專案領導與管理:獨立領導跨功能團隊協調各方資源,負責相關技術專案的規劃、開發、執行與驗證,確保專案按時、高質量地完成,並能夠滿足不同應用場域的特定需求。

[申請條件]

1. 曾從事資料分析與軟硬體整合相關工作,年資至少 1 年
2. 程式語言能力:精通 Python,熟悉 C++,具備編寫高效、可維護代碼的能力。
3. 數據處理與分析專業能力:精通 NumPy、Pandas 等數據處理工具,具備大規模數據集的處理經驗,並能夠進行深度數據分析以支持 AI 模型的開發與優化。
4. 深度學習與 AI 技能:熟悉深度學習框架(如TensorFlow、PyTorch、Keras)和 AI 模型的設計、訓練與優化,能夠根據特定應用需求進行模型的設計與開發。
5. 深度學習專案成果:具備深度學習相關的專案經驗及成果,包含影像、時間序列資料等應用。
6. 熟悉 Git 版本控制與協作
7. 具有 Linux 環境 與 Command Line 基礎操作經驗
 

[加分條件]

1. 雲端與邊緣計算專業知識:具備在雲端與邊緣計算環境中開發與部署 AI 模型的豐富經驗,熟悉 Kubernetes、容器化等相關技術。
2. 影像與深度學習專案成果:具有影像領域相關的實際專案經驗,能夠展示具體的專案成果。
2. WiFi 感知技術專業知識:深入掌握 WiFi 感知技術及其應用場景,能夠有效將 AI 技術融入 WiFi 感知解決方案,實現高效應用。
3. WiFi 感知技術與深度學習專案成果:具有 WiFi 感知技術與深度學習領域的實際專案經驗,能夠展示具體的專案成果。
4. 嵌入式系統與 MCU/MPU 開發經驗:熟悉嵌入式系統,並擁有 MCU 或 MPU 開發的實務經驗。
5. 中大型與開源軟體開發經驗:具備參與中大型專案或開源軟體開發的經驗,能夠展示團隊合作與技術貢獻的能力。

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