Data Science Lesson: Execs Urge Caution, Focus on Widespread Data Science Use
To a hammer, every problem looks like a nail. Similarly, many in the financial industry think the growing data science space will solve all problems. But firms should be more critical of their needs before using data science as a hammer.

Financial firms should not be misled into thinking that a data science group or initiative will necessarily solve their challenges—data-related or otherwise, said a panel of technologists at a private event organized by French database technology vendor QuasarDB, adding that the success or failure of data science projects hinges on them being tied to specific business cases, rather than them being created to perform unspecified, generic tasks.
“What I’ve seen be successful is a small group
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Data Management
DLT and digital contracts for market data: Has the hammer found the nail?
Waters Wrap: A new platform that a custom-made DLT underpins is coming to market. Anthony examines its merits and, surprisingly, finds a lot.
Bond CT hopeful Etrading unveils free tape prototype ahead of tenders
The vendor hopes to provide the long-awaited consolidated tape for bonds in the EU and the UK, demonstrating its ability to do so through ETS Connect.
Big xyt exploring bid to provide EU equities CT
So far, only one group, a consortium of the major European exchanges, has formally kept its hat in the ring to provide Europe’s consolidated tape for equities.
Orchestrade resists SaaS model in favor of customer flexibility
Firms like Orchestrade are minimizing funds and banks’ risks with different approaches to risk management.
Hyperscalers to take hits as AI demand overpowers datacenter capacity
The IMD Wrap: Max asks, who’s really raising your datacenter costs? And how can you reduce them?
New FPGA component aims to curb co-lo costs
Hardware ticker plant provider Exegy is working on a new FPGA solution that it says will free up costly processing power on firms’ existing co-lo servers.
Market data woes, new and improved partnerships, acquisitions, and more
The Waters Cooler: BNY and OpenAI hold hands, FactSet partners with Interop.io, and trading technology gets more complicated in this week’s news round-up.
Asset manager Fortlake turns to AI data mapping for derivatives reporting
The firm also intends to streamline the data it sends to its administrator and establish a centralized database with the help of Fait Solutions.