【Elite100】研發替代役 AI RD

Linkou, Taiwan

Advantech

Advantech is a leading brand in IoT intelligent systems, Industry 4.0, machine automation, embedding computing, embedded systems, transportation, environment monitoring, power automation, retail, logistics, fleet management, healthcare IT,...

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職務概要

    團隊致力於開發與推動公司邊緣 AI 計算的創新解決方案! 整合最前沿的 AI 技術與框架,全面提升邊緣 AI 裝置的效能與應用價值,為多元產業需求提供突破性、實用且高效的邊緣 AI 解決方案。

  開發整合多家領先的 Edge AI 加速晶片與平台,涵蓋從模型訓練、微調到優化與整合、部署與應用全流程工作。將邊緣 AI 裝置廣泛應用於實際場景(如:機器人視覺辨識、智能聊天機器人、生成式 AI 解決方案等),推動 Edge AI 的發展與落地

主要工作內容

  訓練、開發 Vision AI, Gen AI 模型部署與應用

  優化、部署 適合邊緣 AI 裝置運行的 AI 模型與框架

  使用 PyTorch 、ONNX、OpenVINO 等 AI框架進行開發

必要條件

工作經歷   研發替代役

學歷要求   碩士

科系要求   資訊工程相關、其他數學及電算機科學相關

語文條件    中文 -- 聽 /精通、說 /精通、讀 /精通、寫 /精通

英文 -- 聽 /中等、說 /中等、讀 /精通、寫 /精通

擅長工具  Windows、Linux、Git、Docker, VSCode、AI Coding Assistant
出差外派  無需出差外派

工作技能

[Must]   

  Machine Learning、Deep Learning、AI

   AI 框架 ( 如 PyTorch、ONNX、OpenVINO、TensorFlow …)

   AI 模型訓練、數據標註及模型優化

   Python、C/C++

  Linux 和 Windows 程式開發

加分條件

  具備生成式 AI(如 LLM fine-tuning、LLM Chatbot、RAG)經驗。

  Docker容器化技術搭建 AI 應用服務

Job Summary

Our team is committed to developing and advancing innovative solutions for edge AI computing. By integrating cutting-edge AI technologies and frameworks, we aim to comprehensively enhance the performance and application value of edge AI devices, providing breakthrough, practical, and efficient edge AI solutions for a variety of industry needs.

We collaborate with leading-edge AI accelerator chips and platforms, covering the entire workflow from model training, fine-tuning, optimization, and integration to deployment and application. Edge AI devices are applied in real-world scenarios, such as robotic vision recognition, intelligent chatbots, and generative AI solutions, driving the development and implementation of edge AI technology.   

Main Job Responsibilities

  • Train and develop Vision AI and Generative AI (Gen AI) models for deployment and application.

  • Optimize and deploy AI models and frameworks suitable for running on edge AI devices.

  • Develop using AI frameworks such as PyTorch, ONNX, and OpenVINO.

Requirements

Work Experience:  R&D Substitute Services

Educational Requirements: Master’s degree or higher

Relevant Fields of Study: Computer Science or related fields, Mathematics, or other Computational Sciences

Language Proficiency:

  • Chinese: Listening / Fluent, Speaking / Fluent, Reading / Fluent, Writing / Fluent

  • English: Listening / Intermediate, Speaking / Intermediate, Reading / Advanced, Writing / Advanced

Proficient Tools: Windows, Linux, Git, Docker, VSCode, AI Coding Assistant

Travel Requirements: No travel or relocation required

Skills:

  • Machine Learning, Deep Learning, AI

  • AI frameworks (e.g., PyTorch, ONNX, OpenVINO, TensorFlow, etc.)

  • AI model training, data labeling, and model optimization

  • Proficiency in Python and C/C++ programming

  • Application development in Linux and Windows environments

Additional Qualifications

  • Experience with generative AI (e.g., LLM fine-tuning, LLM Chatbots, RAG).

  • Building AI application services using Docker containerization technology.

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

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Category: Deep Learning Jobs

Tags: Chatbots Computer Science Deep Learning Docker Generative AI Git Linux LLMs Machine Learning Mathematics Model training ONNX Python PyTorch R RAG R&D TensorFlow

Region: Asia/Pacific
Country: Taiwan

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