Machine Learning Engineer (NLP) 機器學習工程師（自然語言處理）(23090101)_CRI

Machine Learning Engineer (NLP)

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!

• 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.

ⒼⓈⓈ獎金/休假制度

年終獎金、端午/中秋禮卷(或福利點數)、員工分紅、員工持股信託、婚喪喜慶津貼 、生日禮券(或福利點數)、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、員工信託持股

ⒼⓈⓈ娛樂活動

尾牙、家庭日、樂活日、員工慶生會、社團活動 、電影日(事業處聯合舉辦)、聖誕節活動、不定期歡聚活動、新人茶會、 天天咖啡日

ⒼⓈⓈ學習與成長

新人輔導員制度、叡揚學院提供完整的教育訓練制度、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

ⒼⓈⓈ配備：
工善其事，必先利其器~筆電公司配