【高雄】Machine Learning Engineer (NLP) 機器學習工程師(自然語言處理)(23090101)
叡揚資訊股份有限公司
本網頁由成功大學生涯發展組與104人力銀行共同經營創建,源於南區就業博覽會徵才企業職缺,同意在此提供更多且適職的工作機會予求職者
叡揚資訊股份有限公司
成立於1987的叡揚資訊是定位於提供資訊軟體與服務以解決企業資訊化的需求,一開始從引進提升系統效能、穩定性以及開發應用系統所需的生產力工具,再提供「企業e化應用軟體」專案服務,進而成功發展為套裝產品,包括人資系統、公文管理系統、客戶關係管理、企業知識社群平台(ESP-Enterprise Social Platform)及金融業徵授信與風險管理解決方案。並於2009雲端概念初始即大力投入,陸續以租用模式,推出一系列針對中小企業營運所需的雲端SaaS服務,可說是目前提供最多SaaS服務的台灣廠商。 *公司簡介影片:https://youtu.be/6VjcrSRmn5k?si=B9Kk6m5xz1MVsgjh *叡揚Instagram 歡迎追蹤!https://www.instagram.com/gsser_life/?igshid=YmMyMTA2M2Y%3D
工作內容
【About the Role】 Our team is dedicated to transforming cutting-edge AI research into impactful business solutions. We specialize in developing state-of-the-art NLP technologies and Large Language Models (LLM) tailored specifically to solve real-world business problems. 【Key Responsibilities】 - Conduct applied research and surveys to discover and explore novel NLP methodologies. - Perform comprehensive experiments, critically analyze results, and iteratively improve NLP models based on practical insights. - Design, develop, and implement effective NLP solutions, encapsulating models into APIs for use in internal and external projects. - Collaborate closely with business units and clients to ensure solutions precisely align with actual business needs and goals. - Optimize and deploy machine learning models on various local and cloud-based platforms, considering diverse hardware environments. 【Projects You May Work On】 - Large Language Models (LLM) # Fine-tune language models for different business domains utilizing Parameter-Efficient Fine-Tuning (PeFT) and Reinforcement Learning strategies to enhance performance and alignment with business objectives. - Retrieval-Augmented Generation (RAG) # Develop and enhance pipelines to ensure precise, contextually relevant information retrieval. # Build embedding and reranker models to support robust retrieval and ranking processes. - Additional NLP Tasks # Named Entity Recognition (NER) # Knowledge Graph Development # Text Summarization # Document Classification # Chinese Spelling Error Correction 【Why Join Us?】 We cultivate a dynamic culture focused on innovation, practical application, and continuous professional growth. As part of our team, you will have the opportunity to attend industry conferences, engage with vibrant technical communities, and contribute directly to impactful AI-driven solutions. If you are passionate about advancing NLP technologies and excited to see your innovations make meaningful impacts in real-world scenarios, we warmly invite you to join our team!
條件要求
英文 -- 聽 /中等、說 /中等、讀 /中等、寫 /中等
- Master's degree in Computer Science or related field, or equivalent practical experience. - Passion and enthusiasm for NLP research and practical API development. - Strong proficiency in Python, with experience using NLP frameworks such as HuggingFace or PyTorch. - Excellent communication skills with a proven ability to collaborate effectively in a team environment.
公司環境照片(7張)
福利制度
【獎金/休假制度】 年終獎金、端午/中秋禮金、員工分紅、員工持股信託、婚喪喜慶津貼 、生日禮金、生日假(給薪)、員工介紹獎金 、資深員工獎(獎金、禮品)、傑出貢獻獎、父親節/母親節禮品 【娛樂活動】 尾牙、家庭日、樂活日、員工慶生會、社團活動 、聖誕節活動、不定期歡聚活動、新人茶會 【學習與成長】 新人輔導員制度、完善教育訓練制度、完善的升遷管道 【職業安全/保險】 新人體檢、年度員工健康檢查、勞保、健保、團保、勞退提撥 【其他】 入職提供筆電使用、免費咖啡無限暢飲