Hiring.Camp

Assistant Manager, Data Science-Reusable AI Squad

Ocbc

·

Today

Location
CHN-Chengdu Branch, China
Workplace
Onsite
Type
Full-time
Department
IT
Seniority
Manager
Source
Workday

Description

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.    •      平台架构与开发:参与开发和维护中心化 AI 算法平台,确保系统在高并发、多用户使用时保持稳定和高扩展性。

•      公共 AI 组件研发:利用机器学习和生成式 AI(GenAI)技术,编写高复用、模块化的核心 AI 组件,避免重复造轮子。

•      模型工程化打包:负责把 AI/ML 模型封装成标准的 API 接口或可直接运行的工具包,让其他系统能够轻松调用。

•      支持银行业务应用:通过平台能力,支持下游的各种银行业务场景,包括文档处理、推荐系统、语音智能、时间序列预测和聊天机器人等。

•      提高维护效率:开发标准化的工具和自动化流程,减少各业务团队后续维护 AI 项目所需的时间和人力成本。

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:

•      全栈/软件工程经验:具备 Python 开发 AI/ML 项目的经验。或具备优秀的软件工程/全栈开发背景;熟悉 Python 及其主流后端框架,并了解 TypeScript、JavaScript 或 Svelte 等前端技术。

•      大模型应用经验:熟悉大模型(LLM)的核心原理,有 Prompt(提示词)调优以及 RAG(检索增强生成)系统的实际开发经验。

•      常用 AI 框架:熟练使用 OpenAI API、HuggingFace、Transformers、LangChain 等主流大模型开发工具。

•      数据与大数据工具:熟练掌握 SQL 数据库操作,了解 Spark 或其他大数据处理框架。

相关工作经验要求:

•      具有3-6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:

•      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

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.

Skills

PythonJavaScriptTypeScriptSvelteSQLSpark

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