About Standard Chartered
We are a leading international bank focused on helping people and companies prosper across Asia, Africa and the Middle East.
To us, good performance is about much more than turning a profit. It's about showing how you embody our valued behaviours - do the right thing, better together and never settle - as well as our brand promise, Here for good.
We're committed to promoting equality in the workplace and creating an inclusive and flexible culture - one where everyone can realise their full potential and make a positive contribution to our organisation.
This in turn helps us to provide better support to our broad client base. The Role Responsibilities & Our Ideal Candidate
Provide insights to support business decisions and better targeting via delivery of : Customer segmentation Acquisition / X-sell / Deepening / Usage targeting Behavioural modelling
Participate in digitisation / automation via leveraging with advanced analytics capabilities (e.g. AI or machine learning).
Collaborate with Group / Region Retail Analytics on modelling and utilize Group COE (center of excellence) team analytics capabilities.
Required technical and professional expertise Statistical Knowledge such as regression, time series, mixed model, Bayesian methods, clustering, etc.
to analyze data and provide insights Experience with large-scale, real-world problems on data science; deep learning modeling experience, such as CNN, RNN, LSTM and frameworks include TensorFlow, Keras Demonstrated communication skills;
comfortable speaking with scientific and business audiences at all levels of an organization Basic understanding of programming language for analytics such as R, Python, Matlab, Scala
Ensuring that governance frameworks and controls are being considered thoroughly and maintained throughout the change process;
Ensure the team adhere to Group / Country policies, processes, standards and guidelines related to the function.
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.
Ensure that all material risks are monitored, managed and escalated where necessary
Review & monitor the Audit Trial Report of the responsible department, includes : Nominate the dedicated staff for audit trial report checker and it’s covered job family Review the result of the submission and follow the guided process to voice out if any discrepancy to PDP policy
主要工作內容及職責 (R&R) 透過數據分析提供商業價值及應用 與國內外集團相關數據及數位團隊合作專案 提供數據分析及見地 / insight 具備統計相關之演算法專業能力 具備創造力能夠識別資料中對於商業有價值應用之訊息 並有能力能將分析結果透過視覺化方式呈現複雜分析概念與數據 與決策者溝通 熟悉業務作業營運相關知識 並具備統計技術 (如AI 機器學習 統計方法運用等) 能夠深入理解資料及業務需求 對資料有強烈的好奇心 建立可落地的分析模型並提供分析指導
遴選條件 (英文能力 / 工作經驗 / 相關證照 / 特殊能需求 .) 7年以上相關工作經驗 數學 統計 電腦科學 資訊科學 軟體工程相關學科或背景 具SAS, R, Python 程式撰寫能力 英文能力佳 具網路爬蟲與機器學習建模及傳統統計建模經驗 熟悉GBDT 協同過濾 LSTM等演算法 或熟悉文字探勘工作 如關鍵字提取 情感分析 內容摘要及視覺化呈現等 學習能力佳 擅長溝通且能獨立解決問題