Our client, a well-established Chinese bank in Macau, is now seeking an AI Specialist to join their team for business expansion.
Responsibilities:
Develop and implement AI models and algorithms for various banking applications.
Optimize and fine-tune large language models (LLMs) using techniques such as RAG, SFT, and RLHF.
Collaborate with cross-functional teams to integrate AI solutions into existing systems.
Conduct research on the latest AI technologies and frameworks to enhance the bank's offerings.
Monitor and evaluate model performance, making adjustments as necessary.
Requirements:
Bachelor or master degree in Computer Science, Mathematics, or a relevant field.
At least 2 years of experience in AI algorithms, with preference given to candidates with financial sector experience (e.g., risk control models, quantitative analysis).
Good command of Chinese and English.
Proficient in Python and deep learning frameworks such as PyTorch and TensorFlow; familiarity with tools like Hugging Face.
Understanding of large model architectures (e.g., GPT, BERT, Transformer) and fine-tuning techniques.
Familiarity with distributed training, model compression, and inference optimization techniques.
Excellent communication skills with the ability to collaborate with cross-departmental teams.
職責:
開發和實施人工智能模型及算法,用於各種銀行應用。
使用RAG、SFT和RLHF等技術優化和微調大型語言模型(LLMs)。
與跨功能團隊合作,將人工智能解決方案整合到現有系統中。
研究最新的人工智能技術和框架,以增強銀行的產品和服務。
監控和評估模型性能,根據需要進行調整。
要求:
計算機科學、數學或相關領域的學士或碩士學位。
至少2年的人工智能算法經驗,具有金融行業經驗者優先考慮(如風險控制模型、定量分析)。
良好的中英文能力。
精通Python及深度學習框架如PyTorch和TensorFlow;熟悉Hugging Face等工具。
了解大型模型架構(如GPT、BERT、Transformer)及微調技術。
熟悉分佈式訓練、模型壓縮和推理優化技術。
具備出色的溝通能力,能夠與跨部門團隊合作。