【LIGHT SEEKER Intern】AI Manufacturing Operations Analytics Intern_Smart Life Applications
Deskripsi Pekerjaan
| 【About LIGHT SEEKER Program】 ★ Internship Period:2026/06/29~2026/08/31 ★ Application Deadline:2024/04/01 ★ Salary: NTD $45,000/ month LIGHT SEEKER is LITEON Technology's all-English summer internship program. Join us, you'll have the chance to connect with interns from around the world, and through departmental internships, you'll deeply explore LITEON, discover your true self, identify what you truly value, and even have the opportunity to secure a pre-offer! Wanna know more about LIGHT SEEKER >> Check it out ▸Mandarin version: https://vocus.cc/article/6756af95fd897800019ca395 ▸English version: https://vocus.cc/article/6756af6efd897800019c9fab ★ Program Introduction Streamlined Video | Online (2026/03/20) 【Position】 【LIGHT SEEKER Intern】 AI Manufacturing Operations Analytics Intern_Smart Life Applications 【Location】 Taipei Neihu 【Project Name】 AI Learning Support Interlock and Operation Efficiency 【Department Introduction】 Smart Life Applications Business Unit (SLA) develops integrated solutions for smart homes and smart buildings, covering security, surveillance cameras, and enterprise networking products such as Wi-Fi APs,Mesh routers, and switches to enable high-speed, reliable connectivity. The primary mission of Logistic and Quality Management Department (LQM) is to support the BU in achieving its established targets, including both top-line and bottom-line goals. This is accomplished by strengthening interlock operations and resolving various technical challenges in quality, engineering and production management. 【Goal】 By leveraging AI tools to analyze various types of data—including inputs, outputs, and production cycle times across different lines and stations on the shop floor—the system compares actual performance against standards, identifies issues, and provides recommendations to the factory. Through continuous data monitoring, it also tracks whether the factory is correctly implementing improvement actions. This iterative process helps address human oversight and experience gaps, while further enhancing operational efficiency. 【Project Content】 1. Requirements clarification & current-state assessment: map interlock workflows, data sources, field mappings and access control. 2. Data collection & governance: integrate SAP/MES/Working hours input data; perform cleansing, missing/outlier handling. 3. Prediction & diagnostics models: build classification/anomaly-detection models for interlock triggers, yield degradation, and CT anomalie. 4. Real-time/near-real-time monitoring & alerts: set thresholds, control limits, and model-score cutoffs; trigger Teams/email flows. 5. Visualization & decision dashboards: show line health, anomaly hot spots, root-cause trees, and improvement progress. 6. Effectiveness verification & continuous improvement: validate with before/after; collect feedback, tune parameters, version control, and transfer know-how. 7. Optimize line assignment based on the daily on-duty headcount. 【Milestone】 • Week 1: Kick-off, requirements confirmation, and data inventory. • Week 2: Data cleansing, feature creation, and data dictionary completion. • Week 3–4): Model v1 completed and validated in golden line. • Week 5: Dashboard and alert workflow go live (pilot). • Week 6: Model v2 with parameter optimization and cross-line scale-out. • Week 7–8): Effectiveness review, documentation, and handover. 【Deliverables】 1. Interlock dataset and data dictionary. 2. Prediction/diagnostics models. 3. Decision dashboards (line health, anomaly hot spots, improvement tracking, plan of production line worker allocation). 4. Alerting workflow documentation (Teams/email/system integration). 5. Effectiveness evaluation report (methods, results, limitations, next steps). 6. Operations manual and training materials. 【Tool Used】 Data analysis tool, SQL, Power BI, Power Automate, MES/SFC integration tools |
Persyaratan
【Major】
Industrial Engineering, Computer Science, Information Management, Statistics, Data Science, Artificial Intelligence, or related fields.
【Ability】
1. Data cleansing & feature engineering skills; familiarity with ERP and MES data.
2. Understanding of ML basics and evaluation metrics.
3. Proficient in SQL and at least one visualization tool.
4. Able to write maintainable Python code and use Git for version control.
5. Structured communication, documentation, and presentation skills; cross-functional collaboration with manufacturing/quality/IT.
6. Knowledge of quality management tools is a plus.
Proses interview
★ Selection Process
Application Deadline: 4/1
Online Assessment: 4/2~4/8
Internview:4/14~5/15
Offer: Mid of May
Tentang Kami
光寶科技（LITEON Technology）成立於 1975 年，不僅是台灣首家上市的電子公司，也是台灣 LED 產業的先驅。近半世紀以來，我們憑藉卓越的光電半導體與電源管理技術，立基全球市場。
近年來，我們以「能源」為主要策略，以光、電、智慧、互聯為核心科技，專注於四大領域解決方案並致力於打造 IoE（Internet of Energy）：
• Green Data Centers 綠色資料中心
• Clean Mobility 潔能運輸
• Efficient Infrastructure 高效能基礎設施
• Smart Life 智能生活
┃企業永續觀點與承諾
光寶秉持「光電節能、環境永續」的經營願景，堅信永續發展是企業不可推卸的責任。我們不僅追求營收與獲利成長，更積極推動企業永續，承擔社會與環境責任。面對全球環境與氣候變遷的挑戰，光寶早在二十年前便開始對接國際規範與倡議，推動永續治理。在產品開發上，我們將低碳設計作為核心，設定目標—所有下一代產品碳排放降低 5%。同時，我們攜手供應鏈夥伴，以實際行動推動產業與社會的可持續發展，發揮關鍵影響力。
┃以人為本的策略藍圖
人，是光寶最重視的核心價值。我們珍視每位員工、夥伴與客戶，相信能透過科技釋放無限可能，為全球環境與人類生活帶來正向改變。同時，我們致力於打造多元共融的工作環境，提供健全的福利制度、透明的溝通管道、豐富的內部資源與個人成長機會，鼓勵夥伴發揮所長、突破框架，以「當責」的態度實現個人與企業願景。
光寶科技不僅是一家企業，更是一個大家庭。我們在全球設有多達334個據點，緊密連結亞洲、美洲、歐洲等地的30,000位團隊成員。無論身處何處，只要是光寶人，都是您的家人！
⚝光寶科技誠摯邀請您加入我們的大家庭！讓我們一同攜手向光前行！⚝