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About Us We are a pioneering think tank composed of mathematicians, scientists, engineers, and physicists. Our mission is to model the world through advanced research and innovative methodologies, leveraging our expertise to explore complex systems and drive transformative solutions. We delve into the unknown, seeking to understand and redefine the boundaries of knowledge across various domains. Position Overview We are looking for an execution-oriented postgraduate intern with a background in Mathematics, Science, Physics, Statistics, Economics, or Engineering. The intern will assist in research, analysis, writing academic papers, and creating presentation decks that contribute to our project initiatives. The project is expected to last a couple of months or more, with ongoing maintenance responsibilities thereafter. Exceptional interns may have the opportunity to join the team full-time based on performance. Key Responsibilities Conduct thorough research on complex systems and related topics.Assist in drafting and editing academic papers and articles for publication.Develop and design presentation decks for internal meetings and external stakeholders.Collaborate with team members to analyze data and trends relevant to our projects.Participate in brainstorming sessions, contributing innovative ideas to enhance project outcomes.Create mathematical models and simulations using MATLAB and other modeling tools to support research and analysis.

這個暑假，我們邀請你參與一場特別的實習體驗，在這裡你將深入探索全房產產業鏈的獨特魅力；體驗ESG實踐與公益的真實價值；打磨實戰技能，為未來職場生涯做好準備。特色一：房產全流程體驗深入了解房地產從規劃、開發到銷售的每個環節，全方位提升你的產業視野。特色二：專屬指導與實務經驗專屬職場教練全程指導，運用AI工具參與專案執行。表現優異者更有機會前往海外觀摩。特色三：探索永續生態圈深入 ESG 成功案例，體驗永續生態圈的無限可能，攜手實踐「信義立業，止於至善」的承諾！實習時間：2026 年 07 月 01 日 至 2026 年 08 月 31 日實習薪資：大學 33,000元/月、研究所 35,000元/月實習部門：永續辦公室、生態圈發展單位、人資處、數位智能處、行銷部、轉型辦公室、財務部部門專案： AI賦能：數位服務智能化升級人才發展：科技應用與人才培育優化企業轉型：營運模式優化與創新居住服務：市場調研與創新商業模式策略行銷企劃：AI智能行銷創新與整合財務實戰：營運財務基礎建構雇主品牌：人才布局與創新招募行銷策略HR轉型：人力資源AI應用優化實務綠色房仲：消費者對永續門市的品牌感知調查與價值認同 ※ 看更多暑期實習計畫說明※ 立即申請暑期實習，收件至 4/7截止，歡迎盡早投遞履歷！

【About LIGHT SEEKER Program】★ Internship Period:2026/06/29~2026/08/31★ Application Deadline:2024/04/01★ Salary: NTD $45,000/ monthLIGHT 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

【About LIGHT SEEKER Program】★ Internship Period:2026/06/29~2026/08/31★ Application Deadline:2024/04/01★ Salary: NTD $45,000/ monthLIGHT 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】HR Tech Talent Analytics Intern_Human Resources Center【Location】 Taipei Neihu【Project Name】 Recruitment Process Optimization and Employer Branding Data Analysis Project【Department Introduction】Corp HR – Dedicated to enhancing talent acquisition efficiency and employer brand impact through data-driven strategies and digital tool implementation. 【Goal】．Enhance talent pool activation rates and increase remarketing precision.．Reduce recruitment administrative workload through automation tools.．Optimize employer branding and the candidate experience. 【Project Content】．Talent Pool Audit Analysis: Cleanse existing talent data and establish a tagging and classification mechanism.．Employer Branding Insights: Design and analyze surveys for candidates/new hires to identify brand strengths and weaknesses.．Automated Process Implementation: Utilize tools like Power Automate or n8n to integrate recruitment systems with communication platforms (e.g., Email/Teams) for automated interview notifications or thank-you letters.．Data Dashboard Creation: Visualize data using Power BI and provide actionable reports for recruitment optimization.．AI Recruitment Automation Proposal Execution: Assist in evaluating the feasibility and accuracy of AI-driven resume screening or AI interview tools. 【Milestone】Month 1: Familiarize with the recruitment process, complete talent pool data cleansing and auditing, learn automation tools, and produce a preliminary process prototype.Month 2: Execute employer branding survey analysis, officially launch the talent pool automation process, and deliver the final presentation on AI recruitment automation. 【Deliverables】．Employer Branding Analysis and Optimization Report (PDF/PPT).．Talent Pool Automation Workflow (Power Automate/n8n Flow).．AI Recruitment Automation Proposal and Execution. 【Tool Used】1. Power Automate or n8n2. Power BI3. R language4. Other AI Tools

【About LIGHT SEEKER Program】★ Internship Period:2026/06/29~2026/08/31★ Application Deadline:2024/04/01★ Salary: NTD $45,000/ monthLIGHT 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 Green Design Carbon Intelligence RD engineer_Optoelectronics Product Solution【Location】 New Taipei City Zhonghe【Project Name】 Green Design Carbon Intelligence AI Project — Building material carbon intelligence capabilities, integrating AI to create a green design mindset, becoming an intelligent engine driving green product innovation.【Department Introduction】The QM Division for the OPS is responsible for ensuring that the company's products, as well as the functional units within the QRA department, provide quality assurance throughout the entire lifecycle of each new product from development to mass production, meeting the customer's quality expectations and requirements【Goal】1. Establish OPS full-material carbon coefficient information2. Create a material carbon coefficient and specification knowledge base to improve the process of querying specification and carbon coefficient related information3. Enhance design, development, and technical capabilities to achieve green energy design【Project Content】1. Data Inventory and Standardization：Take inventory of OPS product BOMs and key material information, and establish unit and measurement rules.2. Standards and Regulations Knowledge Base Construction：Import international standards/regulations related to OPS as well as summaries of regulatory trends, in searchable fragments.3. BOM Quick Carbon Estimation Engine：Based on BOMs, supplement with process energy consumption (electricity usage and yield), and add rough estimate fields for transportation and packaging.4. Green Design Recommendation Engine：Provide RD/PM design suggestions based on rule and case libraries.5. AI Agent：Copilot or other AI tools to manage database sources, supporting natural language QA.【Milestone】W1 - Problem definition and data inventory;W2 - Prototype (specification query carbon coefficient query);W3 - BOM quick estimation engine (simplified version);W4 - Green design rule database;W5 - Performance and experience adjustments;【Deliverables】1. Establish an AI agent to support OPS product/material carbon factor and international standard inquiries, providing source references and confidence scores.2. Build an EF (Emission Factor) and standards knowledge base to complete rapid carbon estimation for BOMs and provide a list of green design recommendations.【Tool Used】Copilot Studio／Azure AI Search、Excel/SQL／Power Query、Power BI

【About LIGHT SEEKER Program】★ Internship Period:2026/06/29~2026/08/31★ Application Deadline:2024/04/01★ Salary: NTD $45,000/ monthLIGHT 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 Test Automation Intern_Smart Life Applications【Location】 Taipei Neihu【Project Name】 AI-Assisted Test Report Summarization【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.Software Engineering works through two functions to ensure product software quality and release readiness:• Software Test: designs test cases, runs tests, and summarizes test reports.• Software Test Development: turns test cases into automated tests (pytest + Jenkins + TestLink) and maintains the test platform.Currently, test engineers still spend a lot of time reading test results, picking out key points, and writing reports. 【Goal】Create a repeatable way to summarize test results into a clear Excel report.The tool should:(1) Get all test results for the selected Test Plan + Build from TestLink.(2) For failed tests, include the Jenkins report link and key error information stored in TestLink notes.(3) Use AI to group identical/similar failures into the same issue.(4) Email the final Excel report.Goal: reduce manual report writing from about 1 day to under 30 minutes, and make the summary more consistent. 【Project Content】1) Get results – Read the selected build results from TestLink and list which tests passed and which failed.2) Keep key details – For failed tests, bring the Jenkins report link and the key error notes into the report.3) Create an easy-to-read Excel – Include a short summary, a simple issue list, and a full list of all results.4) Group similar failures – Use AI to merge repeated/similar failures into the same issue, so the report is shorter and clearer.5) Send by email – Email the Excel report to the team and include a few highlights in the email body.6) (Optional) Add tracking – Reserve a column for Redmine ticket ID/link for follow-up.7) Write a quick guide – Provide simple steps so the next person can use it quickly.8) Development approach – Use Vibe Coding: AI-assisted rapid prototyping and iteration (with basic reviews to keep quality). 【Milestone】• 7/10: Understand the TestLink build report needs; make a first version that can export results and create an Excel draft.• 7/25: Finish failure detail extraction (including Jenkins links) and add the email sending function.• 8/8: Add AI grouping of similar failures and improve the report layout based on team feedback.• 8/15: Final cleanup, documentation, and demo with real build data. 【Deliverables】1) A Python tool that turns a TestLink build result into an Excel report.2) An Excel template (Summary / Issues / Failures / All Results).3) Failure evidence included: Jenkins report link + key error text from TestLink notes.4) AI grouping result: one list of issues with counts and affected test cases.5) Email sending: report attachment + short summary in email.6) A short user guide and demo slides. 【Tool Used】Python, Jenkins, pytest, TestLink, AI service (Azure OpenAI/Copilot), Email, Issue Tracking System (Redmine), Vibe Coding (AI-assisted development approach)

【About LIGHT SEEKER Program】★ Internship Period:2026/06/29~2026/08/31★ Application Deadline:2024/04/01★ Salary: NTD $45,000/ monthLIGHT 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】Efficiency Digital Transformation Engineer_Intelligent Peripheral Solution【Location】 Taipei-Neihu【Project Name】 AI-Driven Production Anomaly Alert System【Department Introduction】The Advanced Technology Development Department focuses on developing key technologies for next‑generation products, including new materials and processes, backlight and optical innovations, and CAE simulation.Through scientific validation and cross‑disciplinary engineering, the department provides a strong technological foundation that accelerates new technology adoption and enhances product performance. 【Goal】1.Establish an automated process for collecting production data.2.Improve the efficiency and quality of yield-rate data consolidation.3.Build a real-time anomaly detection and alert mechanism.4.Enhance production data transparency and decision-making speed.【Project Content】1.Integrate Power Automate with OneDrive to enable automatic collection, transfer, and synchronization of production data, reducing delays and errors caused by manual data imports.2.Automatically generate yield reports to standardize report output and ensure real-time updates, reducing manual processing time and improving data accuracy.3.Trigger instant notifications (Email/Teams) when abnormalities occur, shortening response time and allowing process engineers to take action more quickly.4.Use a pilot project to validate the benefits of automation and establish a replicable framework for future deployment across other product lines.5.Build a more real-time and traceable production information flow to support faster, data-driven decision-making for management. 【Milestone】7/11:Gain proficiency in using Power Automate for workflow automation and process design.7/25:Understand the definitions and data logic of each field within the production reports.8/1:Complete the automated workflow for consolidating and generating yield reports.8/8:Implement the automated alert mechanism for anomaly notifications.【Deliverables】1.Automated Yield Report Generation System2.Automated Anomaly Notification Mechanism (Email / Teams)【Tool Used】Power Automate, Copilot

FUNNOW Group is Greater Southeast Asia's leading lifestyle booking platform, revolutionizing how people access dining, wellness, beauty, and accommodation services. Operating across Taiwan, Singapore, Hong Kong, Malaysia, Thailand, the Philippines, and Japan, we manage four brands—FunNow, Eatigo, Niceday, and SaaS (FUNNOW Manager, TABLEAPP)—and connect over 12,000 merchants with a rapidly growing community of 8 million users.As we continue to expand throughout Southeast Asia, the region's growth and development opportunities are boundless. Joining the FUNNOW Group means you'll have the chance to contribute to and thrive in an international environment, gaining invaluable experience and impacting the global stage.Our platform uses AI-powered yield management and digital transformation to help retailers optimize their operations while improving the customer experience. We are dedicated to reshaping leisure time through innovation and providing endless possibilities for our users and team members.At FUNNOW Group, you'll be part of a vibrant and fast-growing ecosystem where your contributions will shape the future of leisure and entertainment. If you're ready to grow with us and make a real difference, join the FUNNOW team and seize the endless opportunities.【THE POSITION】AI Management TraineeAs an AI-driven management trainee, you will rotate across departments and participate in real-world projects to help integrate AI tools and automation into business operations. This role is designed to develop future team leads who can contribute to digital transformation and data-informed decision-making.【WHAT YOU’LL DO】 AI Application and Workflow OptimizationAnalyze workflows and identify opportunities for AI or automation enhancements; execute proof-of-concept when applicableAssist in implementing tools such as ChatGPT, Notion AI, n8n, or Cursor.Cross-Departmental RotationRotate through CEO office, corporate operations , business, operations, marketing, or HR teams to solve real problems using AI solutionsSupport documentation of improved processes and create internal guides for AI usageData Gathering and Insight ReportingSummarize use cases and results in internal reportsAutomate routine data tasks or dashboard updates (e.g., Google Sheets + GPT integrations)Continuous Learning and Knowledge SharingStay up-to-date with emerging AI toolsOrganize and deliver internal sharing sessions or proposals for new AI applications

Handle administrative requests and inquiries from the aftersales team regarding renewal and expansionWork closely with the aftersales teamAssist Account Management Team by giving administration support

Amartha is a technology company that drives inclusive growth by empowering grassroots and enabling one financial ecosystem through Amarthafin. Beyond that, we are committed to shaping the future of digital talent in Indonesia This year we are proudly conduct our fifth batch of A-Game (Amartha Internship Program) batch 3, an intensive six-month internship program by Amartha, made for you who interest to pursue career in Business, Finance, Product and HR field.