About a-team Marketing Services
The knowledge platform for the financial technology industry

A-Team Insight Blogs

The Data Scientist and the Black Swan

Subscribe to our newsletter

Just a quick reminder to join our Data Management Summit USA Virtual next week and hear from some of the best speakers in the business. Keynote speakers include Linda Coffman, executive vice president at The SmartStream RDU, and Harry Chopra, chief client officer at AxiomSL.

Coffman will discuss ‘data scientists in disguise’, with a view to helping you identify data scientists and citizen data scientists scattered across your organisation, recognise their skills, and include them in data strategy. She will also review the role of data scientists and the benefits they can bring to your firm, including better data quality, greater efficiency, cost reduction and increased revenue.

But at what cost? And how can you understand the true cost of data when there is little understanding of data use by data scientists hidden in different business functions?

Chopra will use his keynote at next week’s event to share his perspectives from working with both sell-side and buy-side firms on how to adapt data strategy for the new norm created by the black swan of COVID-19 and accelerate digital transformation.

He will discuss the criticality of getting into the cloud, particularly for sell-side firms, where key priorities must be data security, elasticity for scaling, and internal processes that will make the move ha

For the buy-side, Chopra will outline how to get data flows right using the concept of data rivers, and explain how firms must, and can, improve the maturity of their data governance in uncertain times.

There is, he says, a lot of work to do, but the outcome could be a transition from a black swan to a white swan.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: The ROI of Data Trust: Quantifying the Business Value of Data Observability

Data is the fuel that keeps modern financial institutions’ motors running but if that data can’t be trusted then the decisions made based upon it, or the uses to which its put, will be compromised. That’s especially important for data that’s fed into artificial intelligence models. If the data isn’t clean, accurate and complete, then...

BLOG

Direct Lending Practitioners Target Large Tech Budget Growth on Data

An overwhelming majority of private credit market practitioners are planning to substantially increase their technology budgets as they seek to address risks that are contributing to concerns about the direct lending sector. The Compass 2026 survey conducted for Oxane Partners – a technology provider for credit and other private markets – found that almost four-fifths...

EVENT

Data Management Summit New York City

Now in its 15th year the Data Management Summit NYC brings together the North American data management community to explore how data strategy is evolving to drive business outcomes and speed to market in changing times.

GUIDE

Regulatory Data Handbook 2026 – Fourteenth Edition

Welcome to the fourteenth edition of A-Team Group’s Regulatory Data Handbook. Supervisors increasingly expect firms to demonstrate which rules apply, which data supports each obligation, who owns the control and how exceptions are identified and resolved. Policies and implementation programmes must now be supported by records that can withstand regulatory scrutiny. This edition examines material...