IT軟體工程師(企業流程服務)_林口

【Job Overview】 

We are seeking an expert AI Platform & Agent Architect to lead the design, implementation, and operationalization of GPU-based LLM infrastructure, secure AI Gateway systems, and orchestrated multi-agent workflows. This role entails building AI Gateways to route and govern model/tool access, operating MCP servers, enabling multi-agent collaboration, designing RAG pipelines, and establishing robust LLMOps/MLOps practices. 

【Responsibilities】 

1. Design and manage GPU-powered LLM inference platforms (e.g. vLLM, Triton) on Kubernetes with CI/CD, monitoring, and resource optimization. 

2. Architect and deploy a scalable AI Gateway layer for secure, efficient, fallback-capable model and tool access with observability and rate limiting. 

3. Develop and maintain MCP servers, including defining tools/resources, implementing JSON‑RPC session flows and context negotiation per MCP specs. 

4. Build multi‑agent orchestration frameworks using MCP, coordinating context exchange, tool usage, session management, and shared memory. 

5. Design and implement RAG pipelines using vector databases ( e.g., FAISS, Qdrant, Chroma) to augment agent workflows. 

6. Establish LLMOps & MLOps best practices: model versioning, GPU utilization tracking, CI/CD pipelines, and observability (leveraging OpenTelemetry for metrics, traces, and logs). 

7. Integrate enterprise-grade authentication (SSO/OAuth) and enforce governance, context-level access control across Gateway and MCP layers. 

【Basic Qualifications】 

1. Proven experience building AI Gateways: secure routing, token management, failover, rate limit, and observability. 

2. Hands-on with MCP server/client architecture: context specification, JSON-RPC session handling, tool negotiation. 

3. Strong track record designing multi-agent systems with coordinated tool use and shared context delivery. 

4. Expert knowledge in GPU-based LLM inference and orchestration (Kubernetes, CI/CD, inference engines). 

5. Experience building Retrieval-Augmented Generation pipelines and integrating vector databases. 

6. Solid LLMOps/MLOps background—model lifecycle management, observability, deployment automation. 

7. Excellent collaboration and communication skills for cross-functional system architecture work. 

【Preferred Qualifications】 

1. Familiarity with security and governance for MCP/gateway layers: session scoping, prompt injection mitigation, permission modeling. 

2. Proven skills in prompt engineering, model fine-tuning, and inference optimization. 

3. Prior experience building internal AI platforms or model registries.

【團隊工作描述】  

隨著車用事業不斷擴大, 測試製程團隊正招募更多具備軟體等相關科系或經歷的人才加入團隊, 接受更多案子的挑戰. 部門成員組成具備軟體和硬體等相關背景, 同時與世界各地的團隊交流和解決問題, 最終目的為將產品於時程內落實及整合於生產測試線上. 

【Team Job Description】  

Automotive business is grouping and expanding, test process team are hiring software talent to join the team. Collaborate and solve problems with teams around the world. The goal of implementing and integration of the product with test vertical integration on the plant in schedule. 

【工作內容】 

(1) 熟悉Scrum流程, 開發及營運測試相關的MES網頁和應用程式, 如C# ASP.NET, Window form, WPF, Web API, Python. 

(2) Server及Website營運, 如監控伺服器穩定, 相關patch更新. 

(3) 資料統計分析處理, 資料庫設計, 自動排程, 如schedule task, MS SQL, Elasticsearch, Kafka, MQTT 

(4) 整合儀器控制介面至測試程式, 如NI-VISA, GPIB, USB, IO interface.  

(5) 確保生產線運行順暢. 

【Job Responsibilities】  

(1) Familiar Scrum flow, development and operation of web pages, applications, such as C# ASP.NET, Window form, WPF, Web API, Python. 

(2) Server and website operations, such as monitoring server stability and applying relevant patch updates. 

(3) Data statistical analysis and processing, database design, auto-schedule, such as schedule tasks, MS SQL, MySQL, Elasticsearch, Kafka, MQTT. 

(4) Integrate instrument API interface to sequencer, 如NI-VISA, GPIB, USB, IO interface. 

(5) Ensuring production line working well. 

【工作技能】 

(1) 資工, 資訊, 電機, 軟體等軟體相關背景或經歷, 具備程式開發, 資料分析的能力.  

(2) 熟悉git版控, Jira, confluence應用 

(3) 熟悉scrum流程, 善於跨部門溝通合作, 獨立工作, 且具備外語能力(多益700分). 

(4) 程式語言C# ASP.NET, Windows forms, WPF, Python, 作業系統Linux, Windows. 

(5) 與國外同仁合作及開發, US, Germany, Cluj and etc. 

【Job Skills】 

(1) Proficient in software development and data analysis. 

(2) Familiar with the git flow, jira, confluence. 

(3) Familiar with Scrum flow, cross-departmental communication and collaboration, able to work independently, and English skills (TOEIC score up to 700). 

(4) Programming Languages: C#, ASP.NET, Windows Forms, WPF, Python. Operating Systems: Linux, Windows 

(5) Work with global engineer members. 

【加分項目】  

(1) 生產線測試流程整合的實務經驗. 

(2) 具備生產過程, 異常排除經歷. 

(3) 具備unit test經驗. 

【Bonus Points】  

(1) Practical experience in integrating test processes. 

(2) Experience in production processes and troubleshooting. 

(3) Experience in unit test to verify the correctness of the smallest testable parts of an application.

[職務說明]  

我們正在尋找精通 Oracle ERP 配銷 (OM) 或 採購 (PO) 模組的專業夥伴。 在這個職位中，您不只是維護系統運作，更將扮演「流程架構師」的角色，協助我們將 AI 技術 導入配銷與採購流程。目標是透過技術手段達成流程自動化、降低營運成本，並優化整體的供應鏈效率。 

[工作內容] 

1. 核心維運與開發： 負責 Oracle ERP 配銷 (OM) 或 採購 (PO) 模組的日常維護、開發與整合。 

2. 流程優化與創新： 設計並開發客製化解決方案（例如：供應商詢議價系統），提升企業資源規劃的準確性。 

3. 跨部門協作： 深入 Order to Cash 與 Procure-to-Pay (P2P) 流程，持續優化系統與業務邏輯的對接。 

4. AI 落地實踐： 與業務、採購團隊合作，將需求預測、庫存優化、智能補貨、價格異常預警及自動化簽核等 AI 應用導入實務場景。 

[應徵條件] 

1. 模組實戰： 具備 ERP 配銷 (OM) 或 採購 (PO) 模組開發經驗（具 Oracle EBS/Cloud 實務經驗者尤佳）。 

2. 技術能力 (二擇一)： 

- 熟悉 PL/SQL，具備實際 Package / Procedure 開發與分析經驗。 

- 具備 Java 或 Python 等程式語言實務開發經驗。 

3. 解決問題： 具備獨立診斷問題、設計系統架構方案與數據分析的能力。 

4. 溝通協調： 具備優秀的跨部門溝通能力，能準確理解採購、倉管、業務單位的需求與痛點。 

5. 前瞻學習： 具備學習 AI、機器學習或數據分析工具的熱忱，並有志於將其應用於供應鏈管理的數位轉型。 

如果您對ERP應用充滿熱情，並具備相關技能和經驗，我們期待您的加入。這個職位將為您提供機會推動企業的數位轉型，提升效率和競爭力，並為ERP管理帶來創新的解決方案。

【職務說明】： 

我們正在尋找一位具有 ERP 供應鏈規劃與系統導入經驗的專業人才。本職位將負責設計、導入與維護 ERP 系統流程，協助企業優化供應鏈運作、提升營運效率，並與跨部門團隊合作推動流程改善，確保系統穩定與業務需求的有效落地。 

【職責與職位描述】： 

• 負責開發和維護 Oracle ERP 供應鏈模組（如 INV、BOM、WIP、PLAN），實現營運流程的自動化與數據整合。 

• 根據業務需求設計並調整 ERP 系統流程，提升資訊流通與決策效率。 

• 分析供應鏈營運問題，提出系統改善方案與流程調整建議。 

• 與業務部門密切合作，了解其作業流程與痛點，協助導入 ERP 解決方案以支援日常營運。 

• 協助建立與維護系統模擬、需求預測、生產計畫、排程與產能規劃相關機制。 

• 與 IT 團隊及其他部門協作，進行系統整合與流程再造專案。 

【技能與資格要求】： 

• 具備 Oracle ERP 供應鏈模組實作經驗，或具備相關的供應鏈管理實務背景。 

• 熟悉供應鏈作業流程，如物料管理、生產流程、計畫與排程等。 

• 熟悉 Python、Java 等程式語言，具備實際系統開發或資料處理能力。 

• 了解資料分析、流程設計與系統整合基本概念。 

• 良好的跨部門溝通協調能力，能夠將技術需求與業務需求有效連結。 

• 有團隊合作精神，並能獨立完成任務推進。

你知道Garmin的智慧工廠嗎? 你知道火星上出現過Garmin的產品嗎? 你知道飛行員總是配戴Garmin的手錶上天空嗎? 

全球智慧製造服務計畫(GSMS)透過AI、機構、電控、資料科學、IoT、大數據等技術，將智慧製造系統，即時控制與調整全球生產系統，且在地化支援亞洲、美洲、歐洲多個國家 

如果你想體驗不同的文化，綻放自己的光芒！ 

現在就投遞履歷，讓我們見識你的獨特潛力！ 

Job Role： 

資訊服務開創者—IT Application Engineer 

「我們對資訊服務有著無比的熱情，將資訊服務以各種創新技術融入到大家的日常工作中是我們的使命。你將會站在科技(Technology)與人文(Project management)的交匯點，成為一位數位整合開發者。」 

Responsibilities: 

1.Internal platform related to business flow management and data integration 

2.Agile software development life cycle management, CICD execution 

3.Provide quality web application service, including AI feature 

Requirements: 

1.Programming – 2+ year experience with any WEB design / programing is required (Java, JavaScript, Sprint Boot or any web container and framework) 

2.Database – Must have knowledge in relational database, NoSQL experience is a plus 

3.Soft Skill – Need to be a good team player with great communication skill. 

4.Data Science – Nice to have some experience in data analysis (QLIK / CUBE)  

5.Language – Oral communication skill in English is a plus. (TOEIC 700+) 

Plus: 

1.MES related project development experience. 

2.AI/ML application related project experience.