Model Development Manager - Taguig - Maybank

    Maybank
    Maybank Taguig

    2 oras ang nakalipas

    ₱600,000 - ₱1,600,000 (PHP) bawat taon * Banking / Loans
    Paglalarawan

    Your Role

    The Model Development Manager equips and enables the various units of the bank in making timely and data-driven decisions on helping grow and manage the Bank's book by equipping decision makers with robust scorecards and/or models developed either statistically or through expert-based judgement, which will aid business in growing the customer base while prudently managing the inherent risk carried by the various portfolios.

    Your Impact

    • Development of sales propensity models to optimize sales productivity, and credit risk models to manage credit risk taking.
    • Manage the model development process by:

    -Recommend the methodology or approach to undertake for the particular model to be developed, and ensure that this is aligned with both Group and Industry practice.

    -Recommend the sampling technique, factors to be considered, and key assumptions to be used in the model design and ensure that these assumptions are aligned industry best or acceptable practice.

    -Comprehensively and properly document all steps and issues undertaken throughout the model development process.

    • Manage model stakeholders by:

    -Regularly facilitate milestone meetings with the team and stakeholders to discuss updates and gather inputs and/or feedbacks especially on key model assumptions that needs to be made.

    - Recommend, present, and/or defend the final model to be proposed.

    • Manage the independent model validation exercise by promptly responding and addressing concerns of the validator and ensuring that all issues raised are properly addressed, mitigated, and/or resolved.
    • Coordinate and test the deployment of scorecards and/or policy rulesets in the loan origination systems to ensure that the approved model and policies are accurately and appropriately used upon implementation.
    • Facilitate requirements building, testing, and/or deployment of new data cubes in the local data warehouse to aid in reports/dashboard generation.
    • Implementing the Data Governance Framework on the assigned area of responsibility by:

    -Monitoring data quality and ensuring identified data quality issues are addressed and if necessary, update policies or procedures to mitigate recurrence.

    -Assess interpretation of data across the data life cycle and ensure alignment/standardization.

    • Other functions that may be assigned by superiors from time to time.

    Your Profile

    • Bachelor Degree Holder
    • Banking experience focuses in Credit Risk Analytics or Modelling, Data Science, and Business MIS is an advantage
    • Has a relevant experience in Analytics, Statistics, Data Science, and Modelling
    • Has vast knowledge of various modelling approaches or can easily adapt to new ones
    • Programming skills to work with large datasets
    • Preferably using SAS, Python, or R language
    • Data Science or Business Analytics short courses is a plus
    * Ang saklaw ng suweldo na ito ay isang pagtatantya na ginawa ng beBee
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