「國立臺北科技大學-電子工程系誠徵 (1) 研究型教師，(2)博士後研究人員」的相似工作

This role might be the one you've been looking for if you are eager to get early access to cutting-edge AI and robotics technologies and be passionate about integrating hardware and software to apply AI in solving real-world challenges！ Join us if you're up for the challenge; also, providing an English CV would be a plus！ #Advanced communication skills in English is a must！ *About the Role： We are looking for an engineer to build and deploy AI agents that can see and interact with the world through robotics systems. You will be working on everything from setting up hardware to coding intelligent agents for customer demonstrations. *What You Will Do： Hardware Setup & Deployment (20-30%) •Install and configure Nvidia Jetson devices on robots •Set up vision systems and troubleshoot hardware issues •Ensure quick deployment for demos and exhibitions *AI Agent Development (40-50%) •Build AI agents using Large Language Models (LLMs) •Work with AI frameworks like LangChain, CrewAI, or Hugging Face •Connect AI agents to computer vision tools and robot controls •Use platforms like Nvidia Agent Studio or Autogen for UI development •Debug and optimize AI pipelines to meet project goals *Computer Vision (10-20%) •Work on object detection, image segmentation, or OCR systems •Train and optimize vision models for robotics applications •Develop new AI vision tools as needed *Technical Requirements: •Programming: Strong Python and PyTorch skills •AI Frameworks: Experience with at least 1 LLM frameworks (LangChain, CrewAI, Nvidia NanoLLM/Agent Studio, Autogen, n8n, etc.) •Computer Vision: 2+years experience in CV areas ex. object detection/segmentation •Edge Computing: Experience with Nvidia Jetson devices •Optimization: Knowledge of TensorRT, ONNX, or similar inference frameworks •Development: Git, CI/CD, Linux/Windows environments *Qualifications： •Master's degree in Engineering, Computer Science, or related field •2+ years of hands-on AI/Computer Vision experience •Strong English communication skills is a must •Ability to present technical solutions clearly •Flexible and collaborative team player 若您渴望搶先接觸尖端AI與機器人技術，並希望透過融合硬體與軟體以實現運用AI技術來解決現實世界中會面臨到的問題的話，本職務或許是您正在尋覓的機會！ 具體工作內容如下： 部屬與設置硬體設備（20-30%） 1.在機器人上安裝並配置 Nvidia Jetson 2.設置視覺系統並排除硬體設備相關問題 3.展場部屬設置 AI 代理開發（40-50%） 1.使用大型語言模型（LLMs）構建 AI 代理 2.使用 LangChain、CrewAI 或 Hugging Face 等 AI 框架 3.將 AI 代理與電腦視覺工具和機器人控制系統連接 4.使用 Nvidia Agent Studio 或 Autogen 等平台開發 UI 5.除錯並優化 AI 處理流程，以達成專案目標 電腦視覺（10-20%） 1.開發物體偵測、影像分割或光學字元辨識（OCR）系統 2.訓練並優化應用於機器人的視覺模型 3.根據需要開發新的 AI 視覺工具 技術要求： 1.程式設計：熟悉Python 和 PyTorch 2.AI 框架：至少熟悉一種 LLM 框架（如 LangChain、CrewAI、Nvidia NanoLLM/Agent Studio、Autogen、n8n 等） 3.電腦視覺：具備 2 年以上物體偵測或影像分割等相關經驗 4.邊緣運算：有使用 Nvidia Jetson 裝置的經驗 5.優化技術：熟悉TensorRT、ONNX 或類似推論框架 6.開發環境：熟悉Git、CI/CD、自如於 Linux/Windows 環境中工作 必要條件： 1.工程、計算機科學或相關領域之碩士學位 2.至少 2 年以上 AI / 電腦視覺實作經驗 3.具備良好的英語溝通能力(請準備英語簡歷) 4.能清楚表達技術解決方案 5.樂於協作的團隊精神

Xelay Acumen Data Science Analysts are a diverse group of highly qualified people with a wide range of backgrounds. Offered challenging responsibilities, broad business exposure and unrivaled career prospects, Xelay Acumen’s Data Science Analysts are provided an unparalleled opportunity to apply knowledge, business intuition, and analytical rigor to real-world challenges, building invaluable skills and experience along the way. It's a great way to set yourself up for future success—at Xelay Acumen and beyond. Candidates with all experience levels and backgrounds are encouraged to apply. The Taipei Data Science Analyst role is a full-time position to support strategic evaluations, analyses, and communications of clinical, medical, and market data within the biotechnology, pharmaceutical, and healthcare provider industry, and collaborate with global Xelay team members to accomplish project engagement goals and objectives. Data Science Analysts at Xelay Acumen tackle the most advanced and difficult problems our clients face that drive bottom-line financial returns and create tremendous value, including • Creating compelling communications of critical information • Designing and developing visualizations of data and concepts to vastly improve audience engagement and understanding • Conducting clinical trial data analytics and design • Developing and writing medical publications and communications with novel analyses and compelling visualizations • Researching to understand and shape new markets • Framing new business and medical treatment models • Assessing specific competitors' performance • Performing due diligence [Development] 1 of the 5 core values at Xelay is to “develop our people”. This value goes beyond being a mere statement—it is a dedicated promise to invest in the personal and professional evolution of every individual within our organization. At Xelay, we have cultivated an environment where learning is seamlessly integrated into our daily operations. We actively engage our team members in real client engagements, providing them with hands-on responsibilities that not only challenge and stretch their abilities but also accelerate their professional growth. This approach fosters a sense of ownership and accomplishment among our team members. Our commitment to developing people extends to comprehensive training in consulting, leadership, and communication. This training is complemented by several offsite sessions throughout the year and biweekly meetings with mentors. We understand that each individual's journey is unique, and therefore, we offer personalized development plans tailored to the aspirations and goals of our team members. By championing a “people developing culture”, we empower our team members to excel in their current roles and prepare them for future leadership positions. We firmly believe that our investment in their growth is an investment in the overall success of our company. [Responsibilities] Data Science Analysts at Xelay Acumen quickly acquire the core capabilities of a successful, trustworthy team member through the following responsibilities: • Manage individual workstreams • Structure and solve challenging problems to address critical business issues • Create compelling storylines and visualizations to accomplish critical communication challenges • Perform complex clinical trial and web survey data analyses in support of ad-hoc and ongoing projects •Synthesize medical literature and communications into key takeaways and implications for clients • Develop programs, methodologies, and files for analyzing and presenting data

*需具115年度研發替代役男甄選資格* *此為定期職缺，聘期等同研發替代役役期* 工作內容： 1.學習使用同步輻射Ｘ光吸收,散射與繞射等相關技術 2.發凝膠聚電解質材料 3.柔性能源裝置組裝與設計 研發替代役男在此學習的知識與經驗未來可往學術界繼續發展或是往材料相關研發單位或公司發展。 需求條件：理工背景系所。

1. 具備生成式ai相關技術經驗(e.g. RAG, VRAG) 2. 具備數據分析經驗 3. 具備機器學習與深度學習理論基礎 4. 具備python程式語寫撰寫能力

維曙智能為創新AI應用開發商，具有全球市場商業化能力。公司有完整的創新孵化管線，包含從想法到技術與市場開發的完整配套流程，讓您將知識落實在各種實際場域中。如果您對以創新解決現實世界問題充滿熱忱，希望了解AI在產業的實務運作以及現實應用有興趣，這裡會是您大展身手的地方。歡迎加入我們。 我們正在尋找一位具備影像處理與深度學習專業的資深 AI / 機器學習工程師，能夠獨立主導模型開發、效能優化與落地實作。此職位需具備優秀的深度學習框架掌握能力，能夠根據資料與任務需求進行模型選擇、訓練流程設計與超參數調整，並具備 AI 產品開發的思維。 【工作內容】 領域：機器視覺 • 負責影像領域 AI 模型的研究、設計與訓練（例如：分類、分割、生成、超解析等任務） • 根據問題需求設計模型架構（CNN / Transformer / diffusion-based models）並進行效能調整 • 透過3D/2D圖學轉換進行多模態資料前處理 • 以深度學習方法, 轉換多模態資料為結構化時間序列資料, 如分類, 辨識, 與異常偵測 • 撰寫可重用模組與封裝良好的 Python 套件，提升團隊研發效率 • 與產品及前後端工程師協作，將模型部署至產品系統或 API • 持續追蹤最新論文與技術趨勢，進行技術導入與內部分享 • 協助 junior 工程師成長並共同解決技術挑戰 • 能針對市場需求提案，論述創新解決方案 維曙機器視覺產品服務請參閱: https://www.vizuro.com/corvus

Job Duties include but are not limited to: 1. Work within a cross-functional team of robotics scientists and engineers to develop next- generation autonomous mobile robots (AMR). 2. Design, develop, prototype, integrate and test advanced robotic mechatronic system and sub-system (sensing, manipulation, control, human-interaction, etc…). 3. AMR setup, integration, programming and testing using different brands of mobile robots and mobile manipulators, including proprietary robots. 4. Providing hands-on on-site support for mechatronic system development, integration, testing and troubleshooting of AMR platforms. 5. Translate new technology and research outputs into modular and re-useable mechatronic sub-systems to be integrated into various AMR platforms. 6. Design of experiments to benchmark system performance by adopting in-house and/or industrial test methodology. 7. Troubleshooting of robotic system / subsystem / module using development tools, specialized equipment and standard lab equipment. 8. Adopting latest standards and/or methodology to work (standards, open source, common platform).

Immersive Optics System Engineer / AR VR Engineer ⭐有機會達到百萬年薪!歡迎對外商感興趣的你，保障年薪13.5個月⭐ Responsibilities: Provides expert knowledge regarding the selection, evaluation, qualification and procurement of visual system in different varieties of display size applications. Collaborates and communicates with internal and outsourced development partners about design requirements, regulatory requirements, and user needs. Participates as a member of project team of other engineers, Program Managers, and internal and outsourced development partners to develop reliable, cost effective and high-quality solutions for the immersive visual system products. Experience on NPI and manufacture process. Familiar with display industry production. EE experience to bring up the display system (including MIPI / Vx1 / eDP etc…). To review the EE design with supplier and system designer. Knowledge of HDMI and DP. Education and Experience Required: MS in Display Engineering, Materials Science, Optical Engineering, Physics or related field and/or equivalent experience. Typically 5+ years experience, with 3+ years at related field. Knowledge and Skills: Solid knowledge in different form factor product. Such as VR/AR, Monitor, TV, AIO etc. Display design (Array / FEOL / BEOL) and quality control Display system hardware design. Basic knowledge of Geometrical optics and Optical imagery. Camera ALS / Proximity Sensor Depth sensing (Structure light/TOF) Good communication skills in English and Mandarin with ability to work under pressure. Proven track of record on development and implementation of innovative LCD, AMOLED, or other display solutions for consumer electronics. Experience with at least one of the focus areas of visual system technology below: -VR display system (Panel + Lens) -Video passthrough system (Dual camera + ISP) -AIO touch monitor system -IWB system -SLAM system (camera + sensor fusion)

工作內容: 1. 開發爬蟲工具並協助公司蒐集資料 2. 撰寫程序清理影像辨識資料 3. 開發或管理線上標註工具 4. 協助開發影像辨識演算法 5. 協助將算法模組部屬到客戶端，並且依客戶端狀況進行調適 6. 文件撰寫

Master/Ph.D. degree in EE/CS with specialization in Machine Learning/Pattern Recognition plus 1 or more years of relevant experience. Familiar with pattern recognition algorithms such as feature extraction, object detection, and object recognition. Familiar with basic machine learning algorithms such as SVM, neural networks, CNN, RNN, LSTM, Transformer, Transfer Learning, Meta Learning, Few Shot Learning, etc. Familiar with the realization of a recognition system by using advanced machine learning skill/tools such as :Tensorflow, Pytorch, Scikit-Learn Proficient in Python, C/C++. Fast prototyping using MATLAB and Python. Fast-learner, motivated to work in startup environment. KaiKuTek is the world's leading provider for 3D gesture sensor using mmWave Radar with embedded AI accelerator. We possess key technologies in areas such as Antenna-in-Package (AiP), ML algorithm, AI accelerator, as well as 60 GHz radar transceiver design. With recent merger by JMicron, founded in 2001 and located in Hsinchu Science Park, our product portfolio expands to high speed SerDes bridge controller SOC's mainly in storage application utilizing USB, PCIe, and SATA. This new sensing technology will change and redefine human-machine interface as we know today, and mmWave technology combined with high speed SerDes will open door to many new possibilities and application frontiers. KaiKuTek is looking for enthusiastic Machine Learning algorithm developers willing to take upon new challenges of working closely with cross functional teams, including digital IC designers, analog/RFIC designers, hardware engineers, software and firmware engineers, production and testing as well as marketing and FAE, to optimize the overall SoC performance in terms of power, area, functionality, testability as well as to create proof-of-concept for new customer engagement.

工作地點：臺大醫院智慧醫療中心 職缺性質：兼職 1. 臺大醫院工作證申請: 於正式收案至少1.5個月前向台大臨床試驗中心申請臨床研究工作證（紅卡）暨研究案授權，確保取得工作證 2. 受試者招募: 試驗細節說明、協助受試者同意書簽署、依同意書資訊key-in受試者性別/年齡、給予受試者禮券(禮券保管) 3. NW500拍攝: 接受NW500拍攝訓練、拍攝眼底影像(一人2張)、每周整理NW500儲存的影像，提供給Sponsor 4. 配合Sponsor on-site monitoring活動 5. 醫院端庶務協助: 請PI/sub-I簽名相關文件、試驗文件管理與掃描歸檔、計畫經費核銷、協助儀器進出場相關事宜

我們正在尋找一位充滿激情且有才華的 Junior Machine Learning Engineer 加入我們的團隊，協助推動我們的機器學習專案和技術發展。作為一家光學膜製造商，我們致力於將最先進的人工智慧技術應用於製程改造和優化，以實現更高效的生產和更優質的產品。 我們歡迎對機器學習和人工智慧充滿熱情的人才加入我們的團隊，與我們一同挑戰科技的極限，共同創造未來的機遇和成就！ 1. 濃厚的興趣和熱情：對機器學習和人工智慧領域充滿熱情，願意不斷學習和探索新技術。 2. 學術背景：相關領域的學經歷，如資訊工程、數學、統計學、相關實務經驗等。 3. 基礎技能：具備良好的 coding 能力以及熟悉常見的機器學習框架（如 TensorFlow、PyTorch 等）。 4. 問題解決能力：具備優秀的邏輯思維和問題解決能力，能夠獨立分析問題並提出有效的解決方案。 5. 團隊合作：具有良好的團隊合作能力，能夠與團隊成員有效溝通和協作，共同推進專案進展。 【工作內容】 1.參與機器學習和深度學習項目的設計、開發和實施 2.影像辨識技術開發 3.具有豐富的機器學習、深度學習和人工智慧相關經驗，包括模型設計、訓練、調優和部署 4.精通常用的ML/DL框架，以python與R為主但不限，也熟悉資料庫程式語言SQL 5.能夠獨立工作，解決複雜的問題，同時也善於合作和溝通 6.與跨部門團隊合作，共同推動產品和業務目標的實現 7.執行主管交辦事項與專案

1. 建立氫能系統相關管之標準與作業程序，以確保製氫系統有效安全運轉 2. 再生能源製氫系統控制與整合，包含實際測試製氫系統並分析相關數據 3. 進行發電與電解系統失效分析與可靠度驗證 4. 會使用SolidWorks或AutoCAD等3D／2D設計軟件 5. 須不定期配合國內出差業務

If you're qualified for this position, we will help to apply for your work VISA. **Job Responsibilities:** 1. Assisting with e-commerce administrative tasks 2. Managing affairs related to various e-commerce platforms 3. Assist with live streaming of products and short video shooting (no need for production). 4. Inventory management and warehouse organization. 5. Support e-commerce administrative tasks. 6. Perform tasks assigned by supervisors. 7. Work requires daily computer usage, so familiarity with computers, Excel, and Word is essential. **Bonus Qualifications:** 1. Marketing experience is a plus. 2. Proficiency in English is a plus. 3. E-commerce experience is a plus. 4. Graphic design skills are a plus. 5. Strong administrative skills are a plus. ★★★ Certified labor-management consulting firm approved by the government ★★★ After one year, employees who demonstrate strong capabilities may be promoted to a managerial position with an adjusted salary. Exceptional candidates may be promoted earlier. No prior experience is required! If you are energetic, proactive, detail-oriented, responsible, and eager to learn, we welcome you to join our team and grow together! We are an innovative e-commerce company where **team spirit** is our core culture. Our work environment is built through collective effort, and we value: ✔ **Smart Work** – Working efficiently and effectively. ✔ **Team Growth** – Personal and collective development. ✔ **Honesty** – Genuine and sincere interactions. ✔ **Aggressiveness** – A proactive and driven attitude. If you resonate with these values, we invite you to become part of our family, where we work and grow happily together! 工作內容： 1. 協助商品直播、短影片拍攝 (不需製作) 2. 貨品盤點入庫，倉庫管理 3. 協助電商行政庶務 4. 主管交辦事項 5. 工作需天天面對電腦，對電腦操作熟悉，excel和word都要熟悉使用 加分項目: 1. 有行銷經驗加分 2. 英文能力不錯加分 3. 有電商經驗加分 4. 有美編能力加分 5. 行政能力強加分 ★★★經政府核可勞資顧問公司進駐★★★ 工作一年後，評估能力可勝任主管職位，將調整為主管薪資。若能力強將可提前晉升主管職。 無經驗可，只要你活潑開朗、積極努力、心思細膩、認真負責、有學習動力 都歡迎您的加入與我們一同成長唷！！ 我們為與時俱進的電商公司，『團隊核心』為本公司的重要文化。環境需要每個人共同創造與培養，以下與我們為伍的工作者必須認同的核心價值，聰明工作(smart work)、團體與個人成長(team growth)、真誠相待(honest)、積極進取(aggressive)。 這是公司每個人共同努力營造的環境，如果你也認同，歡迎加入我們這個大家庭，在這裡一起快樂工作、快樂成長！

請至 https://forms.gle/d4Q9xUcuwRMZ97VV6 投遞履歷，透過平台投遞不會給予回覆唷！ 【關於張量科技】 張量科技成立於 2019 年，專注於衛星的姿態判定與控制系統 (Attitude Determination and Control Sub-system, ADCS)，致力於提供客戶更輕、更小、更省電的解決方案，使客戶降低任務成本、提升衛星的商業價值。我們的定位是一太空業的 Design & Test house，主攻衛星相關產品的研發、設計、試組裝、校正與測試。目前，公司的客戶與合作夥伴包括了美國、歐洲與亞州的民間企業與研究機構。 【為什麼你該選擇 張量科技】 除了基本勞基法保障內容，我們還提供 - 彈性上班：彈性上下班制度，上班不趕車、不用人擠人。 - 遠端工作：依據職位提供部分遠端工作。 - 分享活動：每月定期舉辦學術交流會議。 - 週休二日：免補班。(優於勞基法) - 身體健康檢查補助 【工作內容】 - 以理論分析、有限元素分析與實驗實測等手段，進行馬達、姿態控制用磁力棒（Magnetorquer）與衛星本體的磁路設計與優化 - 進行馬達與磁力棒產品的電氣與機械規格的可行性評估 - 藉由學術文獻、產業技術文件研究同類型的磁路設計，並針對產品需求提出合適的磁路設計。也歡迎應用公司資源研究新方法、新技術評估、尋商合適的磁性材料與供應商，並進行參數與特性的驗證 - 與機構工程師和供應商協調產品結構考量與磁場效果，合作設計、優化具可靠度與可生產性的產品 - 研究合適的產品磁路設計驗證方法或測試設備，並與及機構工程師合作開發量測工具與治具 - 設計產品磁路驗證方法，並與組裝測試工程師 (Assembly, Integration, and Test Engineer, AIT) 合作建立產品 Quality Chack (QC) / Quality Assurance (QA) 的標準作業流程 (Standard Operation Procedure, SOP) - 撰寫設計與規格文件、整理與紀錄實驗和測試的數據 - 建立磁場設計的數學模型，並與韌體和硬體工程師溝通驅動法與驅動器的設計與驗證手法 【應備條件】 - 熟悉永磁同步馬達的磁場設計與優化方式，並具備電氣與機械規格的分析與評估能力 - 熟悉永磁同步馬達的驅動與控制機制 - 熟悉永久磁鐵、導磁材料與線圈的特性與製造工藝上的限制 - 具馬達磁場有限元素分析的經驗 - 能閱讀、並撰寫英文的技術文件 - 能操作 3D CAD 機械設計軟體 【加分條件】 - 有使用 Matlab / Python / C++ 進行數值模擬或科學計算的經驗 - 有使用有限元素方法進行 3D 磁路分析之經驗 - 具結構與熱傳性能優化的經驗，並能透過理論、有限元素法與實驗進行分析與驗證 - 了解太空元件在開發上的特殊考量與設計需求，如真空、輻射、與 micro-vibration 等因素

【工作內容】 【鋰電池正極材料的開發及優化，並改善正極材料的電性問題】 1. 開發電池材料及製造技術。 2. 新產品或技術製程開發及導入。 3. 電池材料評估測試與分析協助。 4. 產品試作/特性改善/基礎研究協助。 【工作條件】 1. 解決問題能力→擅用邏輯思考處理工作遇到的問題 2. 資料蒐集彙整→完成週報及蒐集整理相關文獻資料 3. 熟悉材料合成→利於實驗進行與改善既有材料特性 如果您是擅於思考，想讓自己的專業知識成為改變鋰電池正極材料研究的助力 歡迎您成為立凱電的一份子！ 讓我們一起以“人類永續生存與環境友好”為目標而努力

☆歡迎計畫年後轉職人才，提前面試卡位!! 工作內容： 1. 協助推動航空電子、衛星設備和飛行控制，包括TASA、無人機等相關技術專案支持。 2. 負責專案管理與跨部門協調，確保進度與交付品質。 3. 支援業務與技術團隊，整理需求、規劃資源，並追蹤專案執行情況。 4. 協助客戶溝通與需求訪談，作為公司與客戶/供應鏈間的窗口。 歡迎高科技產業各領域專家加入我們的團隊!! 思渤科技培養的不只只針對工作需求的專業工程技術人才， 更是培養技術人才自身技術品牌的職涯延伸， 讓你不單只是單一技術在此發展， 而是廣闊長遠的打造出個人技術品牌知名度， 讓你在專業領域中與更多佼佼者一起發光發亮!! ---------------------------------------------------- ｜遠距辦公。節省通勤成本。溝通不斷線｜ ☆工程師試用期三個月通過後，即可申請遠距辦公方式！ ☆每週只需進公司辦公一天，剩下四天靈活運用外勤出差或在家辦公，節省塞車通勤時間，線上溝通快速不斷線。 ｜舒適好開公務車。公務拜訪便利又安全｜ ☆提供三年內新車預約公務拜訪使用，安全又舒適。 ☆不需自己養車，找車位，公司定期保養管理，外勤無負擔。 ｜薪獎優渥。輕鬆get百萬年薪！｜ ☆業績獎金 ☆盈餘獎金 ☆年終獎金 ☆中秋、端午獎金 ☆配發公務機 ☆結婚禮金/生育津貼 ☆推薦人才獎金 ☆近3年平均調薪幅度3~5%

我們與 MIT Media Lab 合作，專注於前瞻性的城市機器人研發。你將參與打造能在都市中自主移動、配送與互動的機器人，從模擬到實體測試，全程參與創新技術開發。 我們正在尋找對機器人技術充滿熱情、願意學習與動手實作的夥伴——不論你是剛畢業、正在轉職，或已具備一定開發經驗，我們都提供完整的技術支援與成長環境。 【職缺單位】 國立臺北科技大學 城市科學實驗室 【職務名稱】 機器人軟硬體工程師（初階 / 中階） 1. 使用 ROS2 進行機器人軟體開發，讓機器人能自主導航、感知並執行任務。 2. 結合 NVIDIA Isaac Simulation、Gazebo 等工具進行模擬與真實環境驗證。 3. 設計與製作原型，整合感測器與控制模組（如 Jetson、Raspberry Pi）。 4. 與跨領域專家（AI、城市設計、互動設計）合作，建構創新的城市機器人系統。 【徵才條件】 1. 機器人、機械、電機、資工或相關科系背景（學士以上） 2. 熟悉 ROS1/ROS2、Python 或 C++ 3. 具備軟硬體整合經驗（Arduino、RaspberryPi、Jetson 等） 【加分條件】 1. 有自主移動、雙足或多軸機械手臂開發經驗 2. 了解運動學、控制系統或電腦視覺應用 3. 曾在機器人競賽、研究專題或開源專案中參與開發 【我們提供】 1. 與 MIT Media Lab 共同合作的研發機會、交流 2. 實際參與國際城市機器人專案的開發與展示 3. 學習與實作並行的成長環境（從模擬、控制、感知到部署）

[Job Title]: Data Scientist - LLM(Large Language Model) Applications [About Us]: Founded by ex-googlers and started at Stanford’s StartX program, PowerArena now has offices in the States, Taiwan, Hong Kong and China. We are a fast-growing, research-driven company building AI solutions that helps manufacturing corporations and factories assembly operations overcome the challenges they face in productions every day. We are a fast-growing, research-driven company building AI solutions that helps corporate and factories overcome the challenges they face every day. Using novel machine learning techniques, we are revolutionizing the industry and have a track record of building things that others have ruled out as impossible. Our team is our best asset. We work with smart and talented individuals, who all enjoy a high degree of responsibility and independence in structuring their work. The team are looking for passionate data scientist who is keen to work with like-minded individuals in a rapidly evolving environment. =====[Job Description]===== [Position Overview]: We are looking for a Data Scientist specializing in LLM to drive our LLM appliactions. As a Data Scientist at PowerArena, you will work on projects about smart factory and smart city, and tackle a diverse range of challenges. You will play a pivotal role in developing and implementing LLM applications using machine learning, deep learning, , context engineering, prompting engineering and knowledge base techniques. [Key Responsibilities]: - Collaborate with cross-functional teams to understand project requirements and objectives. - Design and develop end-to-end solutions using LLMs for applications in smart factory and smart city domains. - Integrate LLM applications with structured and unstructured knowledge bases to enhance reasoning and retrieval capabilities. - Apply prompt engineering and context engineering to optimize LLM outputs and align them with business needs. - Conduct fine-tuning, evaluation, and benchmarking of LLM-based models for target use cases. - Stay up-to-date with state-of-the-art research in natural language processing, generative AI, and multi-modal learning. - Evaluate and benchmark different models to identify the best solutions for specific applications. - Share technical knowledge with team members. [Qualifications]: - Master's or Ph.D. in Computer Science, Machine Learning, Deep Learning, or a related field. - Proven experience with large language models (e.g., GPT, LLaMA, Gemini, QWen) and related frameworks. - Strong proficiency in programming languages such as Python, C/C++ and familiarity with relevant libraries (PyTorch, TensorFlow, etc.). - Expertise in prompt engineering, context engineering, and knowledge base integration (e.g., RAG pipelines, vector databases). - Excellent problem-solving skills and the ability to work independently and as part of a team. [Bonus Qualifications]: - Familiarity with VLM. - Familiarity with AI agent framework. - Familiarity with MLOps, model monitoring, and pipeline automation. - Background in smart factory, smart city, or industrial AI use cases. - Contributions to open-source LLM or NLP projects. - Familiarity with Industry 4.0 applications. - Familiarity with vision related work. (Object detection, Segmentation, Recognition...) [What We Offer]: - Flexible working environment - Competitive salary and benefits package. - Opportunity to work on cutting-edge projects with real-world impact. - Collaborative and innovative work environment. - Professional development and training opportunities.

~~公司近汐科火車站(走路5分)，至台北車站約16-18分，通勤方便~~ ~~彈性上班8:00-10:00，下班17:00-19:00，工作滿八小時~ ※面試後，依學、經歷核定任用職務與薪資※ 1. 數據分析與演算法開發：進行光學數據處理與分析，開發及優化數據處理演算法（如訊號過濾等），確保數據可靠性與準確度。 2. 光學元件評估與供應商管理：評估並選用光學元件（如光纖、LED、透鏡等），與供應商進行技術接洽，執行元件測試與驗證。 3. 光學系統整合與驗證：進行光路系統架設，執行訊雜比測試與驗證，確保系統性能達標。 4. 跨部門技術合作：部門內合作開發演算法與系統整合，跨部門設計實驗內容與驗證。 5. 支援其他主管交辦臨時事項或專案任務。

1. 負責新材料的評估、測試、分析與選擇。 2. 開發新型材料、元件及其製造技術。 3. 負責新產品或技術的製程開發及導入。 4. 制訂新產品、新工藝開發計劃所需儀器設備要求和計劃。 5. 制訂新產品檢驗標準。 6. 負責產品驗證及異常分析。 7. 協助量產追蹤及製程改善。 8. 負責生產設備的改善與維護。 9. 最好有陶瓷相關經驗。