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Lead Model DeveloperLancesoft Europe • United Arab Emirates
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Lead Model Developer

Lead Model Developer

Lancesoft Europe • United Arab Emirates
6 منذ أيام
نوع الوظيفة
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الوصف الوظيفي

Description:


Mashreq Bank

JOB DESCRIPTION

1

Job Title

Lead, Model developer

Department

Risk Management - NeoVentures

Direct Supervisor

SVP, Head of Risk Analytics and Capital Management

Pay band / Level: J

2

Job Purpose

The Lead, model developer is a specialized technical function which requires a defined set of skills and experience. The position will support the model development and model performance monitoring.

3

Dimensions

Operating Budget

Number of Staff

-

Capital Exp. Budget

Other

-

4

Key Result Areas

Technical & Delivery Responsibilities

  • Support the data preparation and model development, validation, and lifecycle management of Wholesale Rating Models
  • Support model development and validation including:
    • Corporate/Wholesale Rating Models including Large Corporate, Mid Corporate, SME, Sovereign, FI, HNWI, Project Finance, and Specialized Lending
    • Explore new approaches for rating model development for low default portfolios
    • Master Rating Scale (MRS) calibration

Wholesale Model Monitoring

  • Outline the goals of model monitoring, considering factors like accuracy and other relevant metrics based on the model purpose
  • Determine the expected performance of the respective models on historical data
  • Implement monitoring tools to continuously assess model performance. This includes monitoring input data quality, predictions
  • Communicate the model performance to relevant stakeholders to ensure the prompt attention to potential problems.
  • Regularly review and improve the model performance process based on the feedback, change in underlying data and evolving business requirement.

Data Management

  • Lead end-to-end data lifecycle management for model development, including sourcing, profiling, transformation, and documentation.
  • Identify data requirements for model development.
  • Coordinate with IT and data engineering teams to streamline data pipelines required for model development .

5

Operating Environment, Framework and Boundaries, Working Relationships

Regular interaction and working relationship with

  • Wholesale Risk Management
  • Front-end Business Units

6

Problem Solving

The role holder is expected to possess advanced analytical capabilities and problem-solving skills in order to:

  • Sound understanding of wholesale model development.
  • Proactive and hands-on in solving complex credit / quantitative issues as they arise
  • Possess strong verbal and written communication skills

7

Decision Making Authority & Responsibility

The job holder is responsible for:

  • Supporting critical risk management and regulatory function within Mashreq Bank.
  • Assisting with decisions that impact MB's domestic and international audit and regulatory compliance.

8

Knowledge, Skills and Experience

Mandatory / Essential:

  • Strong foundation in Statistics and Mathematics.
  • At least 4-5 years of banking experience, out of which 1-2 years are spent in related areas
  • Strong analytical skills and knowledge on Financial Risk Management
  • At least 2-3 years of banking experience in related areas
  • Excellent computer skills (especially R, Python, SAS, Excel, Visual Basic, SQL & Oracle)

Desirable:

  • Postgraduate or professional qualification in risk management or finance such as CFA, FRM, PRM.
  • Experience of developing teams in a multi-jurisdictional and matrixed organization.
  • Understanding and experience of BCBS frameworks, CBUAE regulations relating to model management standards.

Job Holder

Date

Line Manager

Date

Approved By

Date

إنشاء تنبيه وظيفي لهذا البحث

Lead Model Developer • United Arab Emirates