Credit Risk Model Validation

4 months ago

Bengaluru, India Genpact Full time

With a startup spirit and 115,000+ curious and courageous minds, we have the expertise to go deep with the world’s biggest brands—and we have fun doing it. We dream in digital, dare in reality, and reinvent the ways companies work to make an impact far bigger than just our bottom line. We’re harnessing the power of technology and humanity to create meaningful transformation that moves us forward in our pursuit of a world that works better for people. Now, we’re calling upon the thinkers and doers, those with a natural curiosity and a hunger to keep learning, keep growing., People who thrive on fearlessly experimenting, seizing opportunities, and pushing boundaries to turn our vision into reality. And as you help us create a better world, we will help you build your own intellectual firepower.


Location – India (Bangalore, Gurgaon or Kolkata)


Are you the one we are looking for?


In this role, you will be responsible to work with the Enterprise’s Model Risk Management Teams for model validation, implementation & documentation - for a BFS client in North America


Responsibilities

You will be working with the Model Risk Management team specifically on independent model validation for credit risk models, involving end-to-end validation of risk and regulatory models across business functions of a large banking client. It will also involve interaction with various stakeholder groups including model development, model owners/lines of business, auditors, and client model validators. Your activities will include, but will not be limited to the following:

  • Work hands-on to validate models, build and lead validation teams, and bring in thought leadership and domain/quantitative best practices to present effective challenge to the models


  1. End-to-end independent validation of credit risk and regulatory models, including but not limited to – PD, LGD, EAD, Stress Testing, CECL, Credit Scorecards, AML and counter fraud models etc.
  2. Conduct first time (baseline), change based and annual validation
  3. Assess the models conceptually and quantitatively to ensure the model is suitable for the stated/intended use
  4. Conduct necessary assessments to challenge the model effectively. Assess adequacy of model documentation in line with regulatory guidelines
  5. Validation for the source data quality, forecast data quality as well as change management
  6. Development of benchmark models using statistical/Machine Learning technique during validation exercise to challenge model methodology
  7. Assessment of the model monitoring and implementation process. Assessment of the model calibration techniques
  8. Prepare model validation report summarizing findings and provide recommendations and risk rate the models



Qualifications we seek in you

Minimum qualifications

  • Master’s degree or higher in Finance, Mathematics, Economics, Statistics, or equivalent experience
  • Leading as well as hands-on experience in BFS analytical projects supporting portfolio analytics/predictive modeling/independent validation of models
  • As team lead, candidate should have experience of overseeing the team's deliverables, ensuring adherence to SLAs for quality and timeliness, while also focusing on people management, client relationship management, leading continuous improvement initiatives, and managing client partner relationships.
  • Experience in BFS analytics, with experience in credit risk modeling/independent validation of models (Regression, Logistic Regression, Time series, Clustering, CHAID/Classification trees, Time Series, Competing Risk, Survival Models, Markov TPM, scorecards, etc.)
  • Experience in retail and wholesale credit risk modeling/validation is a plus
  • Understanding of and experience in regulatory risk modeling/validation – SR 11-7, CECL, IFRS 9, CCAR, Basel IRB
  • Hands on expertise in Excel, SAS & Python/R
  • Strong client management and communication/presentation skills – written & verbal
  • Strong project management experience and demonstrated expertise of communicating and coordinating across multiple business units
  • Experience of managing projects and teams in risk modeling
  • Self-driven, proactive, “can-do” attitude. Ability to work under ambiguity and with minimal supervision


Preferred skills

  • Strong networking, negotiation and influencing skills
  • Knowledge of Banking and Financial services operations
  • Knowledge of credit risk management for retail and wholesale lending products
  • Understanding and experience on the regulatory risk modeling/validation guidelines – SR 11-7, Basel IRB, CCAR, CECL, IFRS9 etc.
  • Hands on experience in Machine Learning modeling techniques
  • Prior Project Management and People Management expertise

Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. For more information, visit www.genpact.com . Follow us on Twitter, Facebook, LinkedIn, and YouTube.

Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way..

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