DBS Bank Limited | VP, Data Scientist, Risk Management Group Data Chapter, Group Transformation | Si

1 week ago


Singapore DBS Bank Limited Full time

Business Function
Here at the DBS Transformation Group, we focus on nurturing the culture of the "World's Best Bank" (Euromoney 2018, 2019 and 2020). Our approach is a combination of both science and art. We immerse our stakeholders in the world of design thinking and experimentation, drive rigorous creativity along our innovation pipeline, and build connections between corporate entrepreneurs and start-ups. We are a cross-disciplinary team focused on the invention of solutions that will radically improve the way people live, work and play. We are passionate and committed to making banking joyful (while having lots of fun)
Responsibilities
Lead the design, development, testing, and operationalization of credit models, rules, and algorithms to enhance the bank's Eco-System Lending (ESL) capabilities
Manage the Advanced Modelling Analytics team, providing guidance, mentorship, and support to drive the team's success and deliver high-quality data scientific deliveries
Oversee the end-to-end development of credit risk models (e.g., underwriting, propensity, income estimation) for CBG and SME portfolio, ensuring alignment with industry best practices
Collaborate with cross-functional teams (data scientist, credit risk, fraud detection, business unit, and Middle Office Technology team) to collect, analyse, and interpret complex datasets for effective model development
Manage the full model lifecycle, including development, back-testing, validation, calibration, and performance monitoring
Ensure strict compliance with internal risk management policies and regulatory requirements
Present model development findings and risk assessments to senior leadership, model end-users, and internal validation / audit teams
Stay informed of the latest advancements in credit risk modelling, machine learning, and advanced quantitative techniques
Mentor and guide junior team members, fostering a culture of continuous learning and innovation
Drive automation and process improvements in the model development lifecycle
Translate complex business challenges into actionable analytics requirements
Lead the development of AIML models to support the bank's Analytic-Based Lending (ABL) Strategy, ensuring alignment with business drivers
Oversee the measurement, development, and execution of initiatives and workstreams
Build and maintain strong stakeholder relationships, demonstrating the ability to communicate complex analytics insights effectively to deverse audiences
Foster collaboration between business, technology, and data teams to integrate advanced analytics seamlessly into decision-making processes
Lead overall reporting and updates to executive forums and key stakeholders
Requirements
Minimum of 10 years of experience in related areas, with a strong track record in credit risk model development and implementation (e.g., Application, Behaviour, Collection, Propensity models)
Hands-on experience with Eco-System Lending business related models is a must
Hands-on experience of developing credit risk models and fraud analytics solutions, with sound understanding of credit underwriting process
Outstanding AI/ML modelling and programming expertise, with proficiency in tools such as Python, PySpark, etc.
In-depth knowledge of statistical analysis, econometrics, and machine learning techniques
Proven ability to work both independently and collaboratively within a team environment
Exceptional stakeholder management skills, with the ability to convey technical concepts to non-technical audiences and align mutual priorities
Strong written and verbal communication skills, coupled with the ability to manage complex projects effectively
Demonstrated leadership in fostering collaboration across business, risk, and technology teams to drive impactful outcomes.
Apply now
We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.
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