Specialist, Modelling, Consumer Banking Specialist, Modelling, Consumer Banking …

DBS Bank Limited
in Hong Kong
Permanent, Full time
Be the first to apply
Competitive
DBS Bank Limited
in Hong Kong
Permanent, Full time
Be the first to apply
Competitive
Specialist, Modelling, Consumer Banking
Business Function

As the leading bank in Asia, DBS Consumer Banking Group is in a unique position to help our customers realise their dreams and ambitions. As a market leader in the consumer banking business, DBS has a full spectrum of products and services, including deposits, investments, insurance, mortgages, credit cards and personal loans, to help our customers realise their dreams and aspirations at every life stage. Our financial solutions are not only the best in the business - they were made just right for you.

As we are accelerating the development of Cognitive Banking, BA will play a critical role in "Hunt-in-a-pack" model to drive the productivity lift with "Brain". This position is part of the "Brain" that is responsible for developing use cases, generating data-driven insights, identifying sales / servicing opportunities, and developing new behavior triggers.
Responsibilities
  • Work closely with frontline RM and IC and other BA SMEs to identify opportunities and deliver innovative solutions to support business growth
  • Develop Brain use cases and work closely with key stakeholders to conduct analysis and train predictive models, aiming to discover and fulfill customers' needs proactively
  • Develop and execute proper monitoring mechanisms following DDOM principles and analytics frameworks. Aiming to support business performance management and better decisioning
  • Identify, profile, analyze, and present data discovery output
  • Work with data team to enhance the analytic data infrastructure and develop proper user analytic data marts
  • Support the efforts in changing the business culture towards data-driven decisioning
Requirements
  • 3+ years' experience working with bank transaction data, credit risk data, consumer credit risk or internet / web analytics
  • Bachelor's in quantitative analysis, computer science, statistics, applied mathematics, operation research, business analytics, or related disciplines
  • Solid understanding and experiences in major machine learning algorism such as KNN, SVM, Random Rainforest, Logics Regression, Boosting
  • Highly proficient with data cleaning, manipulation, and wrangling with programming tools such as Python, Pyspak, SQL, SAS or R
  • Experiences in data visualization tool such as Qlikview, Qliksense, or Tableau a plus
  • Intellectual curiosity, creativity and technical expertise
  • Excellent interpersonal skills in order to build strong partnership amount stakeholders
  • Experience in consumer banking analytics. Should have a capacity to develop simple industry-standard analyses and tools.


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.

We regret only shortlisted candidates will be notified.
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