Job Summary*
The primary focus of the role is:
To develop AI solutions that are fit for purpose by leveraging advanced data & analytical tools and technology with in WRB. The individual will be responsible for end-to-end analytics solution development, deployment, performance assessment and to produce high-quality data science based recommendation systems, Generative AI solutions backed up by results for WRB business.
Takes end-to-end responsibility for translating business question into data science requirements and actions. Ensures model governance, including documentation, validation, maintenance, etc.
Responsible for performing the AI solution development and delivery for enabling high impact marketing use cases across products, segments in WRB markets.
Responsible for alignment with country product, segment and Group product and segment teams on key business use cases to address with AI solutions, in accordance with the model governance framework.
Aligning with TTO/CDO on the analytics platform and the data feeds utilized for the development and hosting of the AI solutions.
Responsible for enabling the marketing use cases in RTIM system with AI solutions and artifacts.
Responsibilities*
Refer to myHR for guidance for each section below.
Business*
Analyse and agree on the Model Design for Analytics projects
On the agreed methodology develop and deliver the AI models
Develop Generative AI solutions that are fit-for purpose for business recommendations
Develop recommendation engine crafted through GenAI and leveraging AI models
Support on the deployment of the initiatives including scoring or implementation though any system
Create the technical and review documents for approval
Client Lifecycle Management ( Acquire, Activation, Cross Sell/Up Sell, Retention & Win-back)
Enable scientific “test and learn” for direct to client campaigns
Pricing analytics and optimization
Digital analytics including social media data analytics for any new methodologies
Channel optimization
Client wallet utilization prediction both off-us and on-us
Client and product recommendation engine development
Processes*
Continuously improve the operational efficiency and effectiveness of processes
Ensure effective management of operational risks within the function and compliance with applicable internal policies, and external laws and regulations
People & Talent*
Champion and act as role model of the group’s values
Driving an environment of collaboration, both within WRB Banking and across the wider Group, to ensure issues are raised and blockages are resolved in a timely manner.
Mentor, guide and manage performance the team members on their work for better quality and accuracy
Drive training sessions for knowledge management
Establish the working module with agile teams to collaborate and deliver on the solution.
Risk Management*
Interpret the Group’s financial information, identify key issues based on this information and put in place appropriate controls and measures.
Ensure data security and data sharing in secured way through SharePoint in password protected files.
Governance*
Awareness and understanding of the regulatory framework, in which the Group operates, and the regulatory requirements and expectations relevant to the role
Regulatory & Business Conduct*
Display exemplary conduct and live by the Group’s Values and Code of Conduct.
Take personal responsibility for embedding the highest standards of ethics, including regulatory and business conduct, across Standard Chartered Bank. This includes understanding and ensuring compliance with, in letter and spirit, all applicable laws, regulations, guidelines and the Group Code of Conduct.
Effectively and collaboratively identify, escalate, mitigate, and resolve risk, conduct and compliance matters.
Key stakeholders*
Group/Region Analytics teams
Group / Region/Country Product & Segment Teams
Group / Region / Country Channels/distribution
Group / Region / Country Risk Analytics Teams
Group / Regional / Country Business Teams
Support functions including Finance, Technology, Analytics Operation
该职位的主要职责包括:
利用WRB内部的先进数据及分析工具和技术,开发符合业务需求的AI解决方案。该职位将负责端到端分析解决方案的开发、部署、性能评估,并基于高质量数据科学构建推荐系统,以及为WRB业务提供基于成果的生成式AI解决方案。
对将业务问题转化为数据科学需求和行动承担端到端责任。确保模型治理,包括文档记录、验证、维护等。
负责开发和交付人工智能解决方案,以支持WRB市场中跨产品和细分市场的具有高影响力的营销用例。
负责与国家产品、细分市场及集团产品和细分市场团队就关键业务用例进行对齐,以AI解决方案解决问题,并遵循模型治理框架。
与TTO/CDO对齐,确保分析平台及用于AI解决方案开发和托管的数据源符合要求。
负责通过AI解决方案和相关资产在RTIM系统中实现营销用例。
职责*
请参考myHR获取以下各部分的指导。
业务*
分析并确定分析项目的模型设计
基于已确定的方法论开发并交付AI模型
开发适用于业务推荐的生成式AI解决方案
通过生成式AI开发推荐引擎,并利用AI模型
支持相关举措的部署,包括评分或通过任何系统实施
编制技术文档和审核文件以供审批
客户生命周期管理(获取、激活、交叉销售/升级销售、保留及回流)
为直接面向客户的营销活动启用科学化的“测试与学习”机制
定价分析与优化
数字分析,包括社交媒体数据分析,以支持新方法论
渠道优化
预测客户钱包使用情况(包括非自有渠道和自有渠道)
客户和产品推荐引擎开发
流程*
持续提升流程的运营效率和效果
确保在职能范围内有效管理运营风险,并遵守适用内部政策及外部法律法规
人才与团队*
倡导并践行集团核心价值观,成为团队的榜样
推动协作环境的建立,既包括WRB银行内部,也涵盖集团其他业务单元,确保问题及时反馈并迅速解决。
指导、引导并管理团队成员的工作表现,以提升工作质量和准确性
组织知识管理培训课程
与敏捷团队建立工作模块,协作并交付解决方案。
风险管理*
解读集团的财务信息,基于这些信息识别关键问题,并实施适当的控制措施。
通过SharePoint以密码保护的文件形式确保数据安全及安全共享。
治理*
了解并掌握集团所处监管框架,以及与该角色相关的监管要求和期望。
监管与商业行为*
展现卓越行为,并遵循集团价值观和行为准则。
对在渣打银行全行范围内贯彻最高标准的道德规范(包括监管与商业行为)承担个人责任。这包括理解并确保严格遵守所有适用法律、法规、指南及集团行为准则的字面及精神要求。
有效且协作地识别、上报、缓解和解决风险、行为和合规问题。
关键利益相关者*
集团/地区分析团队
集团/地区/国家产品与业务部门团队
集团/地区/国家渠道/分销团队
集团/地区/国家风险分析团队
集团/地区/国家业务团队
支持职能部门,包括财务、技术、分析运营