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Model Governance Manager

External
Experian logoExperian · Mumbai, IN
Full-timeOn-site3w ago
ComplianceDocumentationLinearMachine LearningPySparkPython
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Responsibilities

  • Review of the development process and documentation for models and providing constructive feedback for improvements
  • Regular monitoring of the performance of all models
  • Root Cause Analysis on issues related to models and proposing solutions
  • Review of UAT results for model deployments
  • Conducting the meetings of the Model Governance Committee
  • Compliance with all regulatory requirements related to model governance
  • At least 6 years of experience in an analytics role in banking and financial services
  • Hands-on experience in developing credit risk models
  • Knowledge of different modelling frameworks like Linear Regression, Logistic Regression, Decision Tree
  • Understanding of machine learning techniques and algorithms, such as Gradient Boost, KNN, etc.
  • Strong programming skills in Python, SQL, and PySpark
  • Understanding of credit bureau would be an added advantage
  • Great compensation package and discretionary bonus plan
  • Core benefits include pension, health Insurance and term life Insurance, Sharesave scheme and more!
  • 25 days annual leave with 13 bank holidays and 3 volunteering days. You can also purchase additional annual leave.
  • You will report to Head- Data Quality & Model Governance.
  • Role Location: Mumbai
  • Experian is an equal opportunities employer
  • #LI-Onsite
  • Experian Careers - Creating a better tomorrow together
  • Find out what its like to work for Experian by clicking here

Benefits

Health insurancePerformance bonus

Additional Information

We are looking for a manager for the Model Governance function. Your primary focus will be reviewing development of models and monitoring their performance. You will work closely with the analytics team to manage the entire life cycle of models. You will also work with the product team and technology team to manage model deployments and changes. Suited to someone who has 6+ years of experience in core analytics function of a large bank / consulting firm and with experience of model development and handling large data sets.


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