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Role Overview We are seeking a highly skilled NLP Generative AI Specialist to design and implement advanced language intelligence systems powered by LLMs and modern Generative AI architectures. This role focuses on building scalable AI solutions for multilingual text understanding, retrieval-augmented generation (RAG), and enterprise AI applications. The ideal candidate combines deep expertise in deep learning frameworks, modern transformer architectures, and multilingual NLP systems, with hands-on experience developing production-grade GenAI pipelines and LLM-powered applications.

公司介紹 這是一家長期深耕金融科技與數據應用的知名金融機構，擁有龐大的金融交易與客戶數據基礎，持續投入 AI、數據分析與智能化服務發展。團隊致力於將機器學習技術實際應用在金融服務場景中，例如智能推薦、風險分析、語言模型應用與流程自動化等，讓 AI 技術真正影響數百萬用戶的金融體驗。 在這個團隊中，你將有機會參與大型數據環境下的 AI 專案，將模型從研究、開發到實際部署，並與產品與業務團隊合作，將機器學習能力落地到實際商業場景。對於希望將 AI 技術真正應用於高影響力產業場景 的工程師而言，是非常具有發展性的舞台。 工作內容 開發與優化機器學習模型，應用於金融服務與內部流程優化 與業務單位合作，將實際業務問題轉換為可落地的機器學習問題 建置與部署 AI 模型服務，提升系統自動化與智能化程度 參與模型設計、實驗、評估與部署流程 協助推動 AI 技術在產品與服務中的應用 使用的技術 Python TensorFlow / PyTorch / Scikit-learn RESTful API NLP / 語音模型 / 推薦系統 / 影像辨識（依專案需求）

We are data team in EC LINE TW. Firstly, you will have chance to participate huge scale machine learning and data engineering architectures for recommendation, data pipeline, search application and NLP for EC family services in LINE TW. In addition, you will learn how to cook complete data solution by LINE machine learning, big data and cloud platform. Furthermore, working with diverse roles in EC Data team is challenging and very interesting experience (data engineer, data scientist, machine learning engineer).

【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】Software Engineer Intern_Information Security Information Technology【Location】 Taipei Neihu【Project Name】 Workflow Intelligent Search Platform【Department Introduction】The department is responsible for the development, maintenance, process governance, and cross-system integration of the enterprise workflow platform (eFlow) and its related systems.Our scope includes core applications such as attendance management,business travel and expense reporting, payment requests, purchasing processes, and the supplier/employee portals.【Goal】The goal of this project is to introduce full-text search and AI capabilities to improve search performance and user experience.•Phase 1 – Search foundationBuild keyword-based full-text search with access control, allowing users to quickly locate documents.•Phase 2 – AI enhancementAdd AI features such as semantic search, result summaries, image recognition for attachments, RAG, and agents.This allows knowledge to evolve from “searchable” to “understandable and actionable,” such as assisting with form applications or comparing multiple forms.Your Role in This ProjectIn this project, you will mainly work on semantic search and search result summaries.【Project Content】1. Natural Language → Structured QueryBuild AI logic that understands user intent and key information, converting natural language questions into accurate search queries.2. Smart SummariesDesign prompt based solutions that turn raw search results into clear, structured summary cards, helping users quickly understand key points.3. Cross Document ComparisonUse LLMs to compare multiple historical forms and highlight content changes, important value differences, and policy updates.4. Prompt Quality ReliabilityTest and improve prompts to reduce AI hallucinations and make sure unclear queries still return the correct results.5. Integration Performance OptimizationIntegrate AI features into the existing search flow while optimizing response time and token usage.【Milestone】Week 1–2• Learn the search API and form data structure• Build the intent to query translation moduleWeek 3–5• Design summary card templates• Implement cross form comparison logicWeek 6–7• Integrate AI modules into the live search system• Pre release testing and debuggingWeek 8• Documentation• Final project presentation【Deliverables】1. Project source code2. A prompt engineering guide (best prompts for different form types and use cases)3. A project report showing before and after improvements in search accuracy, speed, and user workflow【Tool Used】1. Visual Studio Code2. Visual Studio Insiders3. SQL Server Management Studio

Google welcomes people with disabilities.Minimum qualifications: Bachelor's degree in Computer Science, or equivalent practical experience. 2 years of experience with software development in one or more programming languages (C, C++ or Python), or 1 year of experience with an advanced degree. Preferred qualifications: Experience in TypeScript, Angular. Experience working with a cloud platform. Experience with industry standard tools and infrastructure embedded systems or chip design and testing. Passion for learning customer workflows, identifying issues, and designing/implementing solutions to them. About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. Responsibilities Communicate regularly with client teams to eliminate issues, improve quality and development velocity, plan solutions with client teams and the staff. Design, develop, and maintain systems to simplify the setup and maintenance of Continuous Integration (CI), code coverage, power and performance analysis. Enhance development efficiency across the silicon organization and Google-wide through tooling improvements. Build performant, available services. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.

Google welcomes people with disabilities.Minimum qualifications: Bachelor's degree or equivalent practical experience. 5 years of experience with software development in one or more of the programming languages (e.g., C, C++, Python, Go) or scripting languages (e.g., shell). 3 years of experience testing, maintaining, or launching software products. Experience in embedded software design, system board bring-up or diagnostics. Preferred qualifications: Master's degree or PhD in Computer Science or related technical field. 8 years of experience with software development. Experience with BIOS, Kernel, Firmware quality tests or modularized servers of reliability. Experience with developer operations, release management, integration testing, open source development or Open Compute Projects (OCP). Excellent programming skills in building software test infrastructure, and excellent code comprehension skills for vendor code review. About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.Responsibilities Design or develop Software (SW)/Firmware (FW) running in SoC for boot, security, power management, manageability and other SoC co-processors. Develop or review the code for boot services API, NERF/UEFI/linuxboot/ACPI. Code review and quality process build up for partner's code upstream. Co-work with SoC vendors, Joint Design Manufacturing (JDMs) on code quality, and test left-shift to early check on code quality. Build, test or release infrastructure development and maintain the release cadence, BIOS release quality. Lead the new product initiatives/feature and coordinate across different stakeholders. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.

Google welcomes people with disabilities.Minimum qualifications: Bachelor’s degree or equivalent practical experience. 2 years of experience with software development in C or C++. Experience with embedded systems. Preferred qualifications: Master’s degree or PhD in Engineering, Computer Science, a related technical field, or equivalent practical experience. Experience with video codecs. About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. The Google Pixel team focuses on designing and delivering the world's most helpful mobile experience. The team works on shaping the future of Pixel devices and services through some of the most advanced designs, techniques, products, and experiences in consumer electronics. This includes bringing together the best of Google’s artificial intelligence, software, and hardware to build global smartphones and create transformative experiences for users across the world.Responsibilities Design and implement low-level firmware modules in C language to support advanced video codec features. Optimize firmware code for low-power consumption and high-throughput performance on embedded processors. Collaborate with the software drivers team and vendor to define and implement Application Programming Interface (API) or Input/Output Control (IOCTLs) for firmware-to-software communication. Assist in troubleshooting video pipeline issues, from the driver layer down to the hardware registers. Manage the technical relationship with external Video Internet Protocol (IP) vendors, including tracking bug reports and reviewing IP documentation. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.

【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

Google welcomes people with disabilities.Minimum qualifications: Bachelor’s degree or equivalent practical experience. 2 years of experience with software development in C++. Preferred qualifications: Master’s degree or PhD in Engineering, Computer Science, technical related field, or equivalent practical experience. Experience in camera system design, including Image Signal Processor (ISP) drivers, color science, algorithms in image/video processing, system performance and power. Experience with design, debugging, performance and parallel design of the multiple-cameras system. Knowledge of camera hardware and processes. About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. The Google Pixel team focuses on designing and delivering the world's most helpful mobile experience. The team works on shaping the future of Pixel devices and services through some of the most advanced designs, techniques, products, and experiences in consumer electronics. This includes bringing together the best of Google’s artificial intelligence, software, and hardware to build global smartphones and create transformative experiences for users across the world.Responsibilities Manage pixel camera system software development, and camera software stack to support Android camera Hardware Abstraction Layer. Support camera hardware driver development, testing, and validation on emulations and silicons. Manage pixel camera system software performance, power and memory optimization, and camera software and driver bring-up silicons. Develop machine learning and computer algorithm integration, ambient, and computing. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.

Google welcomes people with disabilities.Minimum qualifications: PhD degree in Computer Science, a related field, or equivalent practical experience. Experience coding in one of the following programming languages: C, C++, Java or Python. Experience in one or more of the following: architecting or developing distributed systems, concurrency, multi-threading, or synchronization. Preferred qualifications: 1 year of experience with performance, large scale systems data analysis, visualization tools, or debugging. Experience in code and system health diagnosis and resolution, and software test engineering. Experience developing accessible technologies. Ability to start full-time role in 2026. About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. The ML, Systems, Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world. We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Cloud’s Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.Responsibilities Write product or system development code. Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies. Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency). Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback. Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.