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Big data scoring for thin file and new-to-credit customers, with Oscar Koster (Big Data Scoring)

Big data scoring for thin file and new-to-credit customers, with Oscar Koster (Big Data Scoring)

FromHow to Lend Money to Strangers


Big data scoring for thin file and new-to-credit customers, with Oscar Koster (Big Data Scoring)

FromHow to Lend Money to Strangers

ratings:
Length:
32 minutes
Released:
Sep 9, 2021
Format:
Podcast episode

Description

The traditional credit model is often underpinned by an existing credit history. This makes sense mathematically, after all the best predictor of future delinquency is past delinquency, but it can present a barrier to entry to some customers – if you won’t give me credit today because I haven’t had credit before, then how can I ever get credit?Consumers with thin files - or indeed no files at all - on the credit bureaus found themselves all lumped together and burden with a high-interest rate. In the big developed markets, this might be a small population and resolved by one or two lenders taking a risk. However, in developing markets many lenders don’t fall within the bureaus’ catchment areas and so even borrowers with a good history with credit may not have a bureau file that reflects that.This is much harder to resolve. Or at least it used to be.In today’s episode, I speak to Oscar Koster of BigDataScoring.com about the ways in which they are using alternative data to create predictive credit scores in developing markets. From social media connections to satellite photos of nighttime light production, the modern world is a rich source of data if you just know how to use it. You can reach out to Oscar by emailYou can reach out to me by emailThis is also the first cross-over with my other, temporarily paused, podcast – so if you’d like to listen to Oscar’s thoughts on mountain biking for mental health, head on over to https://www.themostfunyoucanhaveonabike.com/episodes-1/oscarkosterandthepostridebeer Our GDPR privacy policy was updated on August 8, 2022. Visit acast.com/privacy for more information.
Released:
Sep 9, 2021
Format:
Podcast episode

Titles in the series (100)

A podcast about lending in all its forms and in all the markets in which it takes place, however diverse those markets may be. In fact, it’s a case of ‘the more diverse the better’ with guests from Manila to Moscow, from Mumbai to Madrid, and from Shenzen to Chicago.I am the host, Brendan le Grange, and I have spent the last twenty years working in - or alongside - lenders across Africa, Asia, and Europe and I’ll be using that experience to find and learn from industry insiders in a series of weekly interviews.Sometimes, those interviews discuss the inspiration behind a new start-up, sometimes they look back at a career spent at the lending coal face, and sometimes they explore where the latest technologies might take us. In the end, if it shapes a lending decision, we’ll talk about how.You can join us every Thursday here, or wherever you prefer to find your podcasts. And you can find written transcripts and more content can be found at www.HowToLendMoneytoStrangers.show Our GDPR privacy policy was updated on August 8, 2022. Visit acast.com/privacy for more information.