AVP, Data Science
ocbc · OCBC China, Chengdu ·
- Category
- Data science
Build and maintain AI/ML models for banking use cases like fraud detection and document understanding using Python, LLM frameworks, and cloud platforms.
WHO WE ARE:
As Singapore’s longest established bank, we have been dedicated to enabling individuals and businesses to achieve their aspirations since 1932. How? By taking the time to truly understand people. From there, we provide support, services, solutions, and career paths that meet their individual needs and desires.
Today, we’re on a journey of transformation. Leveraging technology and creativity to become a future-ready learning organisation. But for all that change, our strategic ambition is consistently clear and bold, which is to be Asia’s leading financial services partner for a sustainable future.
We invite you to build the bank of the future. Innovate the way we deliver financial services. Work in friendly, supportive teams. Build lasting value in your community. Help people grow their assets, business, and investments. Take your learning as far as you can. Or simply enjoy a vibrant, future-ready career.
Your Opportunity Starts Here.
主要工作职责 (Main Responsibilities)
1. 参与设计，开发，及维护面向各类银行业务场景的机器学习与人工智能模型，包括但不限于反洗钱监测，名单/交易监测，反欺诈检测，文档理解等
2. 在完成总部分配任务的同时，遵守总部对数据保密性和数据库访问限制性的各种要求
3. 及时与总部同事沟通分配的任务，按时，按需求，高质量的完成
4. 日常行为符合总部的操作手册要求
5. 遵守总部以及当地的合规管理，参与模型风险评估文档撰写，配合内外部审计及合规检查
6. 确保所有必须参加的培训课程都能按时完成
任职资格 (Incumbent’s Requirements)
学历及专业资格要求:
计算机科学相关大学本科或以上的学历
知识与技能要求:
- 精通Python编写工程化代码
- 具备LLM及Prompt Engineering实践及调优经验
- 熟悉OpenAI API，HuggingFace，Transformers，LangChain等主流框架
- 熟悉AWS / Azure / GCP中至少一种，熟悉容器化（Docker, Kubernetes）
- 熟练使用SQL，了解Spark或其他大数据处理框架
- 了解SHAP，LIME等模型可解释性工具
相关工作经验要求 :
- 具有5-8年及以上经验
- 具备金融风控和NLP文档理解等银行业AI应用经验优先
职位所需的特殊要求:
- Special Attributes 良好有效的沟通能力
- 良好的中英文口头和书面表达能力，能与海外团队流畅协作
华侨银行有限公司（“本行”）将根据本行官网所载明的隐私政策严格保护您的个人信息。请您理解并知悉，您向平台和/或本行提交简历的行为视为您授权同意本行为您长期职业生涯发展和保留将来入职机会之目处理您的个人信息，您有权联系本行撤回同意。
What we offer:
Competitive base salary. A suite of holistic, flexible benefits to suit every lifestyle. Community initiatives. Industry-leading learning and professional development opportunities. Your wellbeing, growth and aspirations are every bit as cared for as the needs of our customers.