Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    How Data Analytics Is Reshaping Patient Financing Decisions
    How Data Analytics Is Reshaping Patient Financing Decisions
    13 Min Read
    business using business intelligence
    How to Use a Competitive Intelligence Dashboard to Turn Market Data Into Smarter Marketing Decisions 
    9 Min Read
    unusual trading activity
    Signal Or Noise? A Decision Tree For Evaluating Unusual Trading Activity
    3 Min Read
    software developer using ai
    How Data Analytics Helps Developers Deliver Better Tech Services
    8 Min Read
    ai for stock trading
    Can Data Analytics Help Investors Outperform Warren Buffett
    9 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: How Big Data Is Revolutionizing the Credit Scoring Industry
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > How Big Data Is Revolutionizing the Credit Scoring Industry
Big Data

How Big Data Is Revolutionizing the Credit Scoring Industry

Anand
Anand
4 Min Read
Image
SHARE

Assessing the loan-worthiness of an applicant is no easy task. Credit scores, a three digit metric that offers lenders a way to benchmark your worthiness against the average applicant, is often seen as a flawed system that punishes the “guilty” with a sentence that is much larger than the “crime”.

Assessing the loan-worthiness of an applicant is no easy task. Credit scores, a three digit metric that offers lenders a way to benchmark your worthiness against the average applicant, is often seen as a flawed system that punishes the “guilty” with a sentence that is much larger than the “crime”. Regardless of what the common perception of a credit score is, the bottom line is that your credit score matters and has a huge impact on how easily you can get loans and what rates you are charged for it.

Image

But over the past few years, a number of new start-ups have cropped up that have redefined the way credit scoring is done. Neo Finance, for example, is a Palo Alto based lender for auto loan borrowers. Instead of using the conventional FICO scores to assess the credit worthiness of the borrower, Neo Finance looks at the applicant’s job history and the quality of their connections on LinkedIn to assess their loan worthiness.

More Read

data lakes importance
Understanding the Differences Between Data Lakes and Data Warehouses
Your Guide To Using Big Data For Microsoft Dynamics Projects
Is Big Data Beneficial for Commercial Airlines Industry or Just a Controversy?
Blogging from Istanbul
7 Benefits of Managed Print Services for Data-Centric Companies

While the viability of such social credit scoring mechanisms is to be assessed over the long term, the bigger impact to the industry is being dealt through sophisticated big data assessment systems. Unlike the FICO score that primarily uses an applicant’s transaction history to assess their loan worthiness, these new start-ups make use of a much larger data pool. FICO scores are flawed in that even if an applicant has enough credit worthiness, their score could be impacted by minor oversight on their part like failure to notice a payment deadline. Also, due to the confidential nature of these reports, most applicants have no way to know or contest these figures, unless they pay money to obtain the report.

Take the example of ZestFinance. This company makes use of all kinds of data to assess the loan worthiness of a customer. The company is co-founded by Google’s former Chief Information Officer and considers all data about a customer as credit data. The company uses technology that analyzes thousands of variables including factors like the number of times a debtor has moved house, how well they use capitalization on a web form, etc. to build a profile of an applicant that assesses the risk in a much more efficient way than a FICO score does.

It will be a while before such disruptive new technologies make their way to mainstream lending via banking institutions. At present, most companies owning such alternate credit worthiness measurement systems have their own lending infrastructure. The next decade should see such technologies find greater adoption among banks.

According to a report on CreditRepair.com, one of the leading credit repair companies in the United States, 37% of Americans have a mortgage on their house with another 29% paying a car loan with over 69% paying above the minimum for their credit card debt or loans. Given this scenario, there is a huge untapped market for people shunned by the traditional banking sector to be able to benefit from alternate lending assessment systems. The next decade will tell us how credit scoring evolves and the impact big data will have on the lives of people in need of financial help. 

Share This Article
Facebook Pinterest LinkedIn
Share
ByAnand
Follow:
Anand Srinivasan is the founder of Hubbion, a suite of business apps. The Hubbion Project Management app was ranked among the top 20 in its category for 2017 by Capterra.

Follow us on Facebook

Latest News

How Data Analytics Is Reshaping Patient Financing Decisions
How Data Analytics Is Reshaping Patient Financing Decisions
Analytics Big Data Exclusive
AI driven big data company
How AI-Driven Workflows Are Changing the Way Companies Think About Data Risk
Artificial Intelligence Data Management Exclusive Risk Management
ai product development
Why Businesses Outsource AI Product Development Companies
Exclusive News
banking tools
The Fintech and Banking Tools Global Entrepreneurs Rely On
Fintech Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

big data analytics of oil market and shell company
Big Data

Big Data in Big Oil: The Amazing Ways Shell Uses Analytics to Drive Business Success

10 Min Read

12 Big Data One-to-One Marketing Myths [INFOGRAPHIC]

4 Min Read

Ode to Initiate Systems

6 Min Read
analytics & consumers
AnalyticsBig DataBusiness IntelligenceData Management

More Data Drives Deeper Consumer Understanding

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?