工作描述
7 天前
About the role:
Our client is a leading institution in the Asia-Pacific retail banking & corporate sector, currently undergoing a significant multi-year transformation of its data ecosystem. As part of this strategic expansion, we are seeking a suite of AI & Data Engineers to anchor the bank’s core data integrity.
As a Data/AI Engineer, you will be responsible for transforming raw financial intelligence into sophisticated frameworks that drive AML risk controls, fraud prevention, and hyper-personalized customer engagement strategies.
Key Responsibilities:
• Leverage Big Data, Machine Learning, and AI–enabled analytics platforms to support insights across fraud analytics (early risk indicators, AML detection), as well as marketing and revenue generation initiatives.
• Implement MLOps best practices to automate the model lifecycle, including versioning, monitoring, and CI/CD pipelines for seamless deployment in a secure banking environment.
• Design, develop, and maintain ETL workflows and data integration pipelines to support analytics, reporting, and downstream consumption.
• Build rapid proof-of-concept prototypes to demonstrate data value, and scale them into production-ready data solutions for business decision-making.
• Establish and enhance scalable BI and data visualization frameworks to support a growing, data-centric business.
• Collaborate closely with data engineers, business analysts, and data management teams, including participation in the development of a cloud-based data repository.
• Ensure data quality, integrity, governance, and performance across structured and unstructured datasets.
• Clearly articulate data insights and platform capabilities to senior stakeholders, translating technical complexity into business-relevant narratives.
Role Requirements:
• 3-5+ years of experience in data engineering, analytics, or data science within financial services, preferably in retail/investment banking.
• Proven ability to deliver data solutions that enable insights and drive business strategy.
• Strong hands-on experience in data analytics with solid exposure to ETL development and data engineering.
• Advanced SQL skills with the ability to query, manipulate, and optimize large datasets.
• Experience with data visualization tools, particularly Power BI (Tableau experience is also valued).
• Proficiency in Python and familiarity with ML techniques and models such as NLP, Transformer models, LSTM, K-Means, Random/Isolation Forest, and Gradient Boosting, with a focus on practical application.
• Strong communication skills, with the ability to present clear, actionable insights to non-technical and senior stakeholders.
• Ability to multitask and thrive in a fast-paced, stakeholder-heavy environment.
Preferred Qualifications:
• Experience working with cloud-based data platforms, particularly Snowflake.
• Familiarity with data modelling concepts, ETL architecture, and data warehouse design.
• Prior experience in banking or financial services environments with regulatory or risk considerations.
• Exposure to BI platform administration is a plus.
About PFCC Group:
We partner with the world’s most sophisticated financial institutions to unlock sustainable value. By merging operational excellence with the power of AI and digital transformation, we ensure our clients are equipped to lead, not just keep pace.
Bridging the Gap between Vision and Technical Mastery, we believe that even the most advanced strategy is only as powerful as the people executing it. That is why we specialize in identifying and placing high-calibre technical talent within the world’s premier financial ecosystems. Whether it’s securing mission-critical infrastructure or driving global digital shifts, we connect elite IT professionals with opportunities at global financial leaders.
How to apply:
Please apply via the link in this job description or contact [via CTgoodjobs Apply Now] for enquiries.
Our client is a leading institution in the Asia-Pacific retail banking & corporate sector, currently undergoing a significant multi-year transformation of its data ecosystem. As part of this strategic expansion, we are seeking a suite of AI & Data Engineers to anchor the bank’s core data integrity.
As a Data/AI Engineer, you will be responsible for transforming raw financial intelligence into sophisticated frameworks that drive AML risk controls, fraud prevention, and hyper-personalized customer engagement strategies.
Key Responsibilities:
• Leverage Big Data, Machine Learning, and AI–enabled analytics platforms to support insights across fraud analytics (early risk indicators, AML detection), as well as marketing and revenue generation initiatives.
• Implement MLOps best practices to automate the model lifecycle, including versioning, monitoring, and CI/CD pipelines for seamless deployment in a secure banking environment.
• Design, develop, and maintain ETL workflows and data integration pipelines to support analytics, reporting, and downstream consumption.
• Build rapid proof-of-concept prototypes to demonstrate data value, and scale them into production-ready data solutions for business decision-making.
• Establish and enhance scalable BI and data visualization frameworks to support a growing, data-centric business.
• Collaborate closely with data engineers, business analysts, and data management teams, including participation in the development of a cloud-based data repository.
• Ensure data quality, integrity, governance, and performance across structured and unstructured datasets.
• Clearly articulate data insights and platform capabilities to senior stakeholders, translating technical complexity into business-relevant narratives.
Role Requirements:
• 3-5+ years of experience in data engineering, analytics, or data science within financial services, preferably in retail/investment banking.
• Proven ability to deliver data solutions that enable insights and drive business strategy.
• Strong hands-on experience in data analytics with solid exposure to ETL development and data engineering.
• Advanced SQL skills with the ability to query, manipulate, and optimize large datasets.
• Experience with data visualization tools, particularly Power BI (Tableau experience is also valued).
• Proficiency in Python and familiarity with ML techniques and models such as NLP, Transformer models, LSTM, K-Means, Random/Isolation Forest, and Gradient Boosting, with a focus on practical application.
• Strong communication skills, with the ability to present clear, actionable insights to non-technical and senior stakeholders.
• Ability to multitask and thrive in a fast-paced, stakeholder-heavy environment.
Preferred Qualifications:
• Experience working with cloud-based data platforms, particularly Snowflake.
• Familiarity with data modelling concepts, ETL architecture, and data warehouse design.
• Prior experience in banking or financial services environments with regulatory or risk considerations.
• Exposure to BI platform administration is a plus.
About PFCC Group:
We partner with the world’s most sophisticated financial institutions to unlock sustainable value. By merging operational excellence with the power of AI and digital transformation, we ensure our clients are equipped to lead, not just keep pace.
Bridging the Gap between Vision and Technical Mastery, we believe that even the most advanced strategy is only as powerful as the people executing it. That is why we specialize in identifying and placing high-calibre technical talent within the world’s premier financial ecosystems. Whether it’s securing mission-critical infrastructure or driving global digital shifts, we connect elite IT professionals with opportunities at global financial leaders.
How to apply:
Please apply via the link in this job description or contact [via CTgoodjobs Apply Now] for enquiries.
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