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更新于 7月21日

Data Scientist(英語精通,廣州工作)

3-6萬
  • 深圳羅湖區
  • 5-10年
  • 大專
  • 全職
  • 招1人

職位描述

銀行
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
該職位的主要職責包括:
?利用WRB內部的先進數據及分析工具和技術,開發符合業務需求的AI解決方案。該職位將負責端到端分析解決方案的開發、部署、性能評估,并基于高質量數據科學構建推薦系統,以及為WRB業務提供基于成果的生成式AI解決方案。
?對將業務問題轉化為數據科學需求和行動承擔端到端責任。確保模型治理,包括文檔記錄、驗證、維護等。
?負責開發和交付人工智能解決方案,以支持WRB市場中跨產品和細分市場的具有高影響力的營銷用例。
?負責與國家產品、細分市場及集團產品和細分市場團隊就關鍵業務用例進行對齊,以AI解決方案解決問題,并遵循模型治理框架。
?與TTO/CDO對齊,確保分析平臺及用于AI解決方案開發和托管的數據源符合要求。
?負責通過AI解決方案和相關資產在RTIM系統中實現營銷用例。
職責*
請參考myHR獲取以下各部分的指導。
業務*
?分析并確定分析項目的模型設計
?基于已確定的方法論開發并交付AI模型
?開發適用于業務推薦的生成式AI解決方案
?通過生成式AI開發推薦引擎,并利用AI模型
?支持相關舉措的部署,包括評分或通過任何系統實施
?編制技術文檔和審核文件以供審批
?客戶生命周期管理(獲取、激活、交叉銷售/升級銷售、保留及回流)
?為直接面向客戶的營銷活動啟用科學化的“測試與學習”機制
?定價分析與優化
?數字分析,包括社交媒體數據分析,以支持新方法論
?渠道優化
?預測客戶錢包使用情況(包括非自有渠道和自有渠道)
?客戶和產品推薦引擎開發
流程*
?持續提升流程的運營效率和效果
?確保在職能范圍內有效管理運營風險,并遵守適用內部政策及外部法律法規
人才與團隊*
?倡導并踐行集團核心價值觀,成為團隊的榜樣
?推動協作環境的建立,既包括WRB銀行內部,也涵蓋集團其他業務單元,確保問題及時反饋并迅速解決。
?指導、引導并管理團隊成員的工作表現,以提升工作質量和準確性
?組織知識管理培訓課程
?與敏捷團隊建立工作模塊,協作并交付解決方案。
風險管理*
?解讀集團的財務信息,基于這些信息識別關鍵問題,并實施適當的控制措施。
?通過SharePoint以密碼保護的文件形式確保數據安全及安全共享。
治理*
?了解并掌握集團所處監管框架,以及與該角色相關的監管要求和期望。
監管與商業行為*
?展現卓越行為,并遵循集團價值觀和行為準則。
?對在渣打銀行全行范圍內貫徹最高標準的道德規范(包括監管與商業行為)承擔個人責任。這包括理解并確保嚴格遵守所有適用法律、法規、指南及集團行為準則的字面及精神要求。
?有效且協作地識別、上報、緩解和解決風險、行為和合規問題。
關鍵利益相關者*
?集團/地區分析團隊
?集團/地區/國家產品與業務部門團隊
?集團/地區/國家渠道/分銷團隊
?集團/地區/國家風險分析團隊
?集團/地區/國家業務團隊
?支持職能部門,包括財務、技術、分析運營

工作地點

羅湖區深圳站

職位發布者

馮女士/人事經理

剛剛活躍
立即溝通
公司Logo成都邁思信息技術有限公司
邁思信息技術有限公司(MaesInfo)是一家布局全球的專業軟件產品及軟件開發服務公司,在美國硅谷,匹茲堡,歐共體以及中國的多個城市都擁有自己的分公司,研發中心或外包業務中心。公司主要提供IT外包(ITO),商業流程外包(BPO),智能化解決方案,為客戶提供高效率,高質量及高可預期性的服務。作為外包服務主要提供商,我們擁有專業的市場分析員,系統架構師,技術顧問,界面設計師,軟件工程師,數據庫管理工程師及質量管理工程師。我們提供基于面向服務架構(SOA)的企業信息系統服務,及具有創造性的用戶界面設計,電子商務軟件開發和事務流程自動化等快速優質的軟件外包和離岸開發服務。我們的客戶遍布于制造、金融服務、醫療、零售等行業,其中包括有世界排名前500強的高科技企業。并且在北美、日本建立了廣泛的外包渠道,在業界有著突出的成績。在中國,我們最大的外包研發中心建立在西部外包業務的福地四川成都,這里孕育著大批優秀的軟件專業人才。在江蘇常州,我們建立了面向華東地區的軟件研發及外包業務中心,其中常州的軟件研發項目入選當地領軍型海歸人才項目,并獲得海歸領軍型人才項目專項資助。與此同時,常州的外包業務中心開始承接海外外包項目,特別是在美國的全球500強企業的離岸外包業務。在深圳及西安,我們正在建設地區性軟件研發及外包業務中心,面向地區市場,并承攬海外業務。此外,在美國硅谷,歐共體及卡爾加里我們都擁有自己的分公司,這使得我們的全球客戶服務具備地理位置上的絕對優勢。 MaesInfo is a leading provider of professional outsourcing service with a Global Development Center in Chengdu,China and as well as PM offices in the USA and Canada.MaesInfo engages in IT Outsourcing(ITO)and R&D while also developing its software products.MaesInfo's goal is to become China's IBM and we strive to be the leader of China's IT Outsourcing industry.Our Global Software Development Center is located in Chengdu,China and offers a hotbed for nurturing the talent to develop and deploy the world's highest-quality software.With branches in Beijing, Silicon Valley and Calgary,we're well positioned to serve our customers globally around the clock.We offer a disciplined approach to offshore outsourcing for companies all over the world.Our high-quality and low-cost operating model allow us to pass on more than 50% cost savings to our clients while continuing to improve our productivity and predictability.As a leading provider for Enterprise Information Systems based on Service Oriented Architecture(SOA),we stand out with an impressive track record across various industries all over the USA and Japan.Our top-notch team includes Business Analysts,Architects,Process Consultants,Interface Designers,Software Engineers,DBA and QA/QC Engineers etc.歡迎瀏覽公司網站:http://www.maesinfo.com; http://www.maesinfo.cn
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