Scoring Analytics Expert

4 days ago


Stellenbosch, Western Cape, South Africa Experian Information Solutions, Inc. Full time

Experian Information Solutions, Inc. is a global data and technology company that powers opportunities for people and businesses around the world.

About Us

We help redefine lending practices, uncover and prevent fraud, simplify healthcare, create marketing solutions, and gain deeper insights into various markets using our unique combination of data, analytics, and software.

With a team of 22,500 people across 32 countries, we operate in multiple industry segments, including financial services, healthcare, automotive, agribusiness, insurance, and more.

Main Responsibilities:

  • Lead model building efforts to develop logistic regression and machine learning models.
  • Prepare complex data for model building, build models in Paragon Modeller/SAS and Python, and present models to stakeholders.
  • Leverage advanced technologies to unlock the power of data and improve model accuracy.

Data Analysis & Model Development

  • Predominantly build scorecard models, i.e., PD models.
  • Test bureau models to fit on different portfolios.
  • Calibrate models to recent populations, bad definitions, and/or different portfolios.
  • Validate internal and external models.
  • Review modelling processes, identify opportunities for optimization, and ensure quality control measures are in place.
  • Align the team's objectives with Experian's model building strategy.
  • Ensure quality and accuracy of work and others' work on specific projects.


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