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職務內容（Responsibilities） 分析行銷與銷售數據，包含廣告成效、會員行為、轉換率、回購率等 對虛擬客服對話資料做文字／語意分析，提取客戶問題類型、反饋趨勢與滿意度指標 分析實體商店的人流量變化與顧客行為（進店／停留時間／熱點區／動線分析） 建立與維護 Dashboard，以視覺化方式呈現 KPI、行銷 ROI、客戶分類等指標 與行銷／業務／操作團隊合作，提出優化建議並參與 A/B 測試或活動效果評估 （加分）串接 CRM 或客戶資料庫以做個人化推播或忠誠顧客辨識 條件要求（Requirements） 擅長使用 Excel / SQL / Python 或 R 分析工具 熟悉資料視覺化工具，如 Tableau、Power BI 或類似儀表板工具 有行銷或業務數據分析經驗者佳，尤其有做過客戶對話分析或實體人流分析者更佳 能撰寫簡報給管理層／非技術人員，清晰傳達分析結果與建議 工作態度主動，對數據敏感，有邏輯思考能力 待遇與條件 全職／兼職／實習皆可（視需求） 薪資範圍根據經驗與能力而定 工作地點：可遠端 / 台北市 /與公司協商 加分條件：熟悉 NLP /語意分析、熟悉客流偵測技術、有人流計算或熱點分析經驗

想要讓你的語言能力跟上 AI 浪潮嗎？ 我們正在找尋對文字敏銳、對 AI 有好奇心的夥伴。這份工作不需要你會寫程式，而是需要你用中文、英文、韓文或阿拉伯文，幫忙檢測 AI 在不同語言環境下夠不夠安全、會不會被「教壞」。 如果你平常就在用 ChatGPT 或其他 AI 工具，且喜歡跟機器人對話，你就是我們要找的人！ 🛠️ 工作內容： 當 AI 的「行為導師」（數據標註與分類）：AI 就像小孩，需要有人告訴它什麼能說、什麼不能說。你會負責檢查 AI 接收到的指令，辨識出哪些是想套取個人隱私、或是故意誤導 AI 的惡意指令（例如：提示詞劫持）。你的任務是幫這些資料「貼標籤」，讓 AI 學習避開風險。幫 AI 找弱點（測試結果分析）：實際操作我們的 Vulcan 平台，看看 AI 在不同狀況下的表現。把測試出來的數據整理成簡單易懂的圖表或報告，讓工程師知道哪裡還需要改進。 💰 待遇與環境 時薪： 200 元。時間： 09:00 - 18:00（每週至少 1 天，視工作量彈性調整）。地點： 台北市信義區（鄰近捷運台北 101 站）。 🚀 加入我們，你可以得到： 了解科技產業如何將外語專業應用於 AI 安全領域。 直接跟資深 AI 研究員和工程師合作，提早累積跨領域的技術視野。Use your linguistic flair to help AI get smarter.Want to keep your language skills ahead of the AI wave?We are looking for partners who are sensitive to text and curious about AI. This role doesn’t require coding skills. Instead, we need your expertise in Traditional Chinese, English, Korean, or Arabic to help test whether AI is secure enough across different languages and ensure it doesn't "learn the wrong things."If you regularly use ChatGPT or other AI tools and enjoy interacting with chatbots, you are exactly who we’re looking for!🛠️ Job ResponsibilitiesBe an "AI Behavioral Tutor" (Data Labeling Classification):AI is like a child; it needs someone to tell it what can and cannot be said.You will be responsible for checking instructions received by the AI, identifying malicious prompts intended to extract personal privacy or intentionally mislead the AI (e.g., Prompt Injection).Your task is to "label" this data, helping the AI learn how to avoid risks.Identify AI Weaknesses (Test Result Analysis):Hands-on operation of our Vulcan platform to observe AI performance in various scenarios.Organize test data into easy-to-understand charts or reports, helping engineers identify areas for improvement.💰 Compensation EnvironmentHourly Wage: NT$ 200.Working Hours: 09:00 - 18:00 (Minimum 1 day per week, flexible based on workload).Location: Xinyi District, Taipei City (Near MRT Taipei 101 Station).🚀 By Joining Us, You Will:Understand how the tech industry applies foreign language expertise to the field of AI security.Work directly with senior AI researchers and engineers, gaining early cross-disciplinary technical insights.

1. Administrasi Penjualan Penerimaan Kas (Account Receivable) Mengumpulkan dan merekap laporan omzet harian dari seluruh outlet.Melakukan verifikasi setoran harian outlet dengan data penjualan.Melakukan rekonsiliasi antara data penjualan dan mutasi rekening bank.Membuat laporan uang titipan dan piutang outlet jika ada kekurangan setor.Menyiapkan data omzet untuk perhitungan service charge karyawan.Membuat dan mengelola invoice untuk kerja sama antar perusahaan (B2B). 2. Pengelolaan Tagihan Pembayaran (Account Payable) Menerima, memverifikasi, dan mencatat dokumen tagihan baik COGS maupun Non-COGS.Melakukan pengecekan kelengkapan dan kesesuaian invoice dengan PO dan penerimaan barang.Menyusun daftar tagihan yang siap dibayar, termasuk petty cash reimbursement.Memastikan proses pembayaran dilakukan tepat waktu dan sesuai prosedur.Membuat laporan utang usaha dan laporan aging untuk kebutuhan analisis manajemen.Menyediakan dokumen pendukung untuk audit internal maupun eksternal. 3. Dokumentasi Arsip Mengelola dan mengarsipkan seluruh dokumen keuangan (fisik digital) secara rapi dan sistematis.Menjaga konsistensi penamaan file dan memastikan backup digital tersimpan dengan aman

【投遞須知】請意欲參與此實習的夥伴，請檢附相關開發資訊，如GIT HUB等，以利技術性審核，感謝!這是一份要動起來的實習旅程，會面對硬實力與軟實力的複合型挑戰!"近期主題偏向NLP、CV之產品化開發。*持續且頻繁使用超過1年的Python經驗，具良好coding style*複合型的應用開發，包括AI技術(NLP/CV/BIG DATA )為主軸、後端產品化(DATABASE/API)為輔【工作內容】1. 負責AI軟體與系統化之資料蒐集、設計、程式撰寫、測試、優化與佈署等2. 依照專案需求建立AI模組並配合軟硬體整合開發3. 針對現有產品、模型進行優化、調參 4. AI模型系統化之環境與後端API、資料庫串接製作5. 文件化與基礎QAQC【加分項目】● 資訊工程科系尤佳，具備自主開發的能力● 具備物件偵測(Object Detection)相關開發經驗● 產品化面:熟悉My SQL資料庫運用/NoSQL資料庫運用/Linux作業系統開發/Docker● AI模型面:熟悉深度學習架構、演算法技術與模型加速技術、NLP● 熱愛軟體開發，積極有耐心【實習時程】● 以長期穩定實體實習為主，時程至少6個月含以上，一週至少能配合3天。

We are seeking an Assistant Research Fellow with keen observation skills and a passion for research. This position will involve in-depth involvement in forward-looking cybersecurity issues, with a focus on supporting integrated analysis of cyber warfare (such as infiltration and data theft) and cognitive warfare (such as information manipulation and public opinion guidance), combining current events and geopolitical considerations to produce policy recommendations and professional analytical reports. We offer a flexible collaboration model, and we sincerely welcome part-time/contractual experts interested in project collaboration. If you are passionate about analyzing emerging cybersecurity technologies and can efficiently complete various strategic research and supervisor-assigned tasks, we welcome you to join us and jointly define the future of digital security. 我們正在尋找具備敏銳觀察力與研究熱誠的助理研究員。本職位將深入參與前瞻性的資安議題，重點在於支援資通電戰（如滲透與資料竊取）與認知作戰（如資訊操弄與輿論引導）的整合研析，結合熱點與地緣政治產出政策建議與專業研析報告。本職位提供彈性的合作模式，誠摯歡迎意向專案協作的兼職/約聘專家。如果您熱衷於研析新興資安技術，並能高效完成各項策略研究與主管交辦任務，歡迎加入我們，共同定義數位安全未來。 Job Responsibilities Cyber Warfare and Cognitive Warfare Research: Support research related to cyber attack and defense (such as infiltration, data theft, and countermeasures) and cognitive warfare (such as information warfare, psychological warfare, and public opinion guidance), and assist in the writing of professional analytical reports and data compilation.資通電戰與認知作戰研究：支援網路攻防（如滲透、資料竊取、反制行動）與認知作戰（如資訊戰、心理戰、輿論引導）之相關研究，並協助專業研析報告的撰寫與資料彙整。 Global Security Situation Monitoring and Support: Monitor international cybersecurity dynamics and geopolitical situations, and track and analyze the evolution trends of various attack methods (TTPs).全球安全情勢監控支援：監測國際資安動態與地緣政治局勢，追蹤並分析各類攻擊手法（TTPs）的演進趨勢。 Policy Recommendations and Professional Analysis Reports: Write policy recommendations and research papers with practical reference value to assist clients in formulating precise defense strategies and contingency plans.產出政策建議與專業研析報告：撰寫具備實務參考價值的政策建言與研究論文，協助客戶制定精準的防禦策略與應變計畫。 Tracking threat trends: Researching practical cases of specific threat actors in cyber warfare and cognitive warfare, analyzing how they integrate technical means and social engineering to achieve their strategic objectives.追蹤威脅趨勢： 研究特定威脅來源（Threat Actors）在資通電戰與認知作戰中的實作案例，分析其如何整合技術手段與社會工程（Social Engineering）以達成其戰略目標。 Requirements Writing research reports and papers; proficient in English writing preferred.撰寫研究報告與論文，精通英語寫作者尤佳。 Interdisciplinary background in cybersecurity, psychology, international relations (IR), or information technology; able to conduct in-depth, multi-dimensional analysis of complex cyber attack and defense and cognitive warfare issues, and possess the professional ability to transform technical indicators into strategic insights.擁有資通安全、心理學、國際關係（IR）或資訊技術等相關跨領域背景，能夠針對複雜的網路攻防與認知作戰議題進行多維度的深度解析，並具備將技術指標轉化為戰略洞察的專業能力。 Minimum 2 years of experience, with research papers on related topics (e.g., cyber warfare analysis, preferably in government/military units or non-governmental organizations.至少2年工作經驗，論文研究為相關主題(如：網路戰分析、認知戰分析、資安研究)，具備政軍單位、非政府機構組織工作經驗優先。 Compensation Benefits Salary will be determined based on individual education, experience, and professional competence.薪資將依個人學歷、經歷及專業能力做為核薪依據。 Employment Type Part-time兼職

We are seeking researchers with both legal expertise and technological acumen. This position focuses on interdisciplinary cybersecurity research. You will delve into key policy issues such as cyber warfare (e.g., infiltration and data theft), cognitive warfare (e.g., information manipulation and public opinion guidance), and industrial cybersecurity preparedness. You will write professional research reports, combining current events and geopolitics, to provide strategic guidance to clients. We offer a flexible collaboration model, and we sincerely welcome part-time/contractual experts interested in project collaboration. If you are passionate about analyzing emerging cybersecurity technologies and can efficiently complete various strategic research and supervisor-assigned tasks, we welcome you to join us and jointly define the future of digital security. 我們正在尋找兼具法制視野與技術洞察力的研究員。本職位致力於跨領域的資安研究，您將深入研析資通電戰（如滲透與資料竊取），認知作戰（如資訊操弄與輿論引導）及產業資安整備等關鍵政策議題，結合熱點與地緣政治撰寫專業研究報告，為客戶提供策略指引。本職位提供彈性的合作模式，誠摯歡迎意向專案協作的兼職/約聘專家。如果您熱衷於研析新興資安技術，並能高效完成各項策略研究與主管交辦任務，歡迎加入我們，共同定義數位安全未來。 Job Responsibilities In-depth analysis of the synergistic mechanisms of cyber warfare and cognitive warfare: Conduct in-depth research on cyberattacks (e.g., infiltration, data theft, countermeasures) and cognitive warfare (e.g., information warfare, psychological warfare, public opinion guidance).深入研析資通電戰與認知作戰的協同機制：針對網路攻擊（如滲透、資料竊取、反制行動）與認知作戰（如資訊戰、心理戰、輿論引導）進行深度研究。 Tracking threat trends: Researching practical cases of specific threat actors in cyber warfare and cognitive warfare, analyzing how they integrate technical means and social engineering to achieve their strategic objectives.追蹤威脅趨勢： 研究特定威脅來源（Threat Actors）在資通電戰與認知作戰中的實作案例，分析其如何整合技術手段與社會工程（Social Engineering）以達成其戰略目標。 Global Security Situation Monitoring and Attack Evolution Analysis: Continuously monitor global cybersecurity dynamics and geopolitical situations, and systematically analyze the evolution of various attack methods (TTPs).全球安全形勢監控與攻擊演進分析：持續觀測全球資安動態與地緣政治局勢，針對各類攻擊手法（TTPs）的演變進行系統性分析。 Policy Recommendations and Professional Analysis Reports: Produce actionable policy suggestions and professional research papers to assist clients in developing precise defense strategies and contingency plans.產出政策建議與專業研析報告：撰寫具備實務參考價值的政策建言與研究論文，協助客戶制定精準的防禦策略與應變計畫。 Requirements Writing research reports and papers; proficient in English writing preferred.撰寫研究報告與論文，精通英語寫作者尤佳。 Interdisciplinary background in cybersecurity, psychology, international relations (IR), or information technology; able to conduct in-depth, multi-dimensional analysis of complex cyber attack and defense and cognitive warfare issues, and possess the professional ability to transform technical indicators into strategic insights.擁有資通安全、心理學、國際關係（IR）或資訊技術等相關跨領域背景，能夠針對複雜的網路攻防與認知作戰議題進行多維度的深度解析，並具備將技術指標轉化為戰略洞察的專業能力。 Minimum 4 years of experience, preferably in government/military units or non-governmental organizations.至少4年工作經驗，具備政軍單位、非政府機構組織工作經驗優先。 Compensation Benefits Salary will be determined based on individual education, experience, and professional competence.薪資將依個人學歷、經歷及專業能力做為核薪依據。 Employment Type Part-time兼職

Responsibilities • Responsible for the overall planning of the MPC wallet products, conducting in-depth market, competitor and user research, defining product positioning, core functions and long-term development roadmap. • Leading the full lifecycle management of the product from concept, design, development, testing to launch and operation, writing clear product requirement documents (PRD) and prototypes, and efficiently driving project execution. • As the core hub of the project, efficiently coordinating the RD, design, marketing, operation and security teams to ensure information alignment, goal consistency, and being responsible for the final product results and user experience. • Establishing and monitoring core product data indicators, continuously promoting product optimization and rapid iteration through user feedback, behavioral data and market changes.• Closely tracking the latest trends in blockchain, cryptocurrencies, wallet security and Web3 industries, converting cutting-edge trends into product opportunities.

我們正在尋找一位細心負責、執行力強的行銷業務助理（兼職），協助內部夥伴推進品牌客戶的行銷專案與日常營運。此角色將參與網紅行銷、社群內容與專案執行，同時支援業務與行政流程（如合約、發票與客戶聯繫等），是串接專案與營運的重要角色。 此工作可遠端合作，只有前兩週要 Onsite Training。一週需支援 30-60h。 如果你對社群、行銷有興趣，並希望在實戰中累積經驗、快速成長，歡迎和我們聊聊！ ✨ Scope of Work Influencer Research Outreach 協助搜尋、整理與初步篩選適合的 KOL／創作者名單，並支援聯繫與合作流程Campaign Coordination協助行銷專案執行與進度控管，包含素材整理、時程追蹤，與KOL 溝通協調 Content Community Support 協助社群內容整理與發布，包含貼文素材整理、論壇（Dcard、PTT、Threads 等）內容操作與回饋整理 Sales Administrative Support 協助業務與專案相關行政作業，包括：合約文件準備與整理、基本帳務協助、客戶聯繫與進度追蹤、專案相關文件與資料管理 Proposal Presentation Support 協助提案簡報製作（如資料整理、內容架構、視覺排版），支援業務提案與對外溝通 Reporting Data Management 協助整理專案成效數據（如貼文表現、KOL 成效），並製作簡易報表與分析

Who We Are: GoFreight revolutionizes the freight forwarding industry as the world's largest cloud-based all-in-one software. Our mission is to empower the $300 billion international freight forwarding market by redefining the operating system through cutting-edge technology. We provide comprehensive solutions that simplify, streamline, and optimize freight forwarding operations, delivering unparalleled efficiency and profitability. With GoFreight's innovative products, freight forwarders can reduce costs, increase sales, effortlessly adapt to the digital era, and gain a competitive edge in the global market. We are a series-A tech startup with around 100 team members across the US and Taiwan. We are looking for innovative and driven people who are passionate about building delightfulsoftware to join our rapidly growing team! Role Summary: This role supports Workplace and People Operations while taking ownership of assigned tasks and ensuring high-quality execution. You will play a key role in maintaining a smooth office environment and supporting HR processes, while continuously looking for ways to improve day-to-day operations. At the same time, this role offers hands-on exposure across different People functions, providing opportunities to build practical experience, develop strong operational judgment, and gradually take on broader responsibilities over time. Key Responsibilities: ▍Office Administration Workplace Operations Manage daily office operations and ensure a smooth, well-organized workplace environment.Monitor office supplies and inventory, ensuring timely replenishment and cost-effective usage.Identify and suggest improvements to enhance workplace efficiency and experience. ▍Employee Engagement Internal Events Coordinate lunches, engagement activities, and internal events to support a positive and collaborative culture.Build connections with interns and new hires, supporting onboarding experience and team integration. ▍Event Planning Execution Plan and execute internal events, including logistics coordination and on-site support.Take ownership of assigned event tasks, ensuring timelines and execution quality are met. ▍Recruitment Coordination Coordinate recruitment processes across Taiwan and the U.S., including scheduling, candidate communication, and pipeline tracking.Maintain clear and timely communication with candidates and hiring managers to ensure a smooth hiring experience. ▍HR Operations Employee Interaction Manage HR-related documentation and data updates, ensuring accuracy and consistency.Support payroll administration, including data preparation, validation, and documentation to ensure accuracy and timeliness.Identify opportunities to improve HR processes and employee experience.

Responsibilities • Be familiar with mainstream cloud services (AWS/Azure), and automate the management and maintenance of secure, compliant, and highly available production and development/test environments in code form. • Be capable of building your own data center and setting up an internal Tee environment. • Build and improve a three-dimensional monitoring, logging, alerting, and tracking system from infrastructure, applications to business layers (such as Prometheus, Grafana, ELK, Jaeger), actively detect and solve potential problems, and ensure SLA. • As the core hub of the project, efficiently coordinate the RD, design, marketing, operation, and security teams to ensure information alignment, consistent goals, and be responsible for the final product results and user experience. Design and optimize the CI/CD pipeline to achieve automation from code submission to secure launch. • Provide efficient, self-service build, test, deployment, and debugging toolchains for the RD team to enhance overall delivery efficiency. • Implement strict identity access control, network isolation, key management (such as HSM/KMS integration) and security scanning. • Optimize resource usage costs, design and practice disaster recovery and backup restoration plans across availability zones/regions.