AVP- Model Development

First Abu Dhabi Bank

  • Bangalore, Karnataka
  • Permanent
  • Full-time
  • 17 days ago
Company DescriptionFAB, the UAE's largest bank and one of the world's most secure financial institutions, is dedicated to creating value for its employees, customers, shareholders, and communities. Through innovation, agility, and differentiation, FAB is committed to fostering growth.FAB GBS India is looking for top talent and your success is our success. Accelerate your growth as you help us reach our goals and advance your career. Be ready to make your mark a top company, in an exciting and dynamic industry.Job DescriptionJOB PURPOSE:The job holder will be contributing as hands-on Subject Matter Expert that is responsible for the model development. The job holder should have an ability to independently develop and maintain model development work stream. The person would report into VP of Model development at GBS level and would work with wider team to achieve business objectives.KEY ACCOUNTABILITIES:This role would require working closely with a core team of experienced mode development professionals whose primary function would be:
  • Performing Model development as per approved schedule, internal policies and governance standards.
  • Enhance model development process and techniques and develop automation utilities.
  • Execute all model governance requirements around data, code and reports into the repositories.
  • Independently execute all mode development related task including data preparation, model design, model training, backtesting, documentation and code management.
  • Work on closure of all action items raised as part of Validation and Monitoring findings.
Job Contex:
  • Manipulate data from internal and external sources to enrich risk data mart, using advance data engineering techniques.
  • Create model variables, do feature engineering and build analytical data models.
  • Rapid prototyping of new tools by operationalizing machine learning models, methodologies and developing user interface.
  • Model design including selection of appropriate modelling technique, segments, assumptions, limitations and likely risks.
  • Maintain requirement, data, codes, analysis, document and reports as per internal guidance and policy.
  • Provide support to onshore/offshore team for model implementation by performing UAT and guiding implementation team.
  • Mentor junior team members based on project requirements covering various aspects like model development, data preparation, statistical analysis and credit risk management concepts.
QualificationsQUALIFICATIONS & EXPERIENCE:Minimum Qualification
  • A Masters/Bachelor's degree in quantitative fields (i.e. Physics, Mathematics, Statistics, Finance, Economics or Engineering), or equivalent professional experience and/or qualifications.
Minimum Experience
  • 3-5 years of equivalent experience in banking or commercial finance performing model development role
  • Should have good understanding of statistical techniques
  • Should have strong model development background using best in class model development techniques.
  • Should have hand-on model development experience on operational models (Application, Behavior and Collections) or regulatory models (IFRS9 / Basel / Stress testing).
  • More than 3 years of hand-on experience in python and (SAS/R)
  • Expertise in data preparation, analysis and hypothesis generation using relational SQL and No SQL databases or cloud platforms.
  • Excellent interpersonal & communication skills - verbal and written.

First Abu Dhabi Bank