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

Upcoming Webinar: Building a Semantic Layer for Your Enterprise Data Estate

Date: 8 September 2026 Time: 10:00am ET / 3:00pm London / 4:00pm CET Duration: 50 minutes The democratisation of data has encouraged engineers to think about how to make their data estates more accessible and useable for non-technical business end-users. Translating intention into data action requires careful configuration that enables consumers to mine insight, analytics...

BLOG

Agentic AI, Data Readiness and Governance Shape AICMS London 2026

AI adoption in capital markets has entered a more exacting phase. The early cycle of pilots, productivity tools and isolated use cases is giving way to questions of operating model, governance, data architecture, control evidence and return on investment. A-Team Group’s AI in Capital Markets Summit London 2026 will examine that shift through a practical...

EVENT

ExchangeTech Summit London

A-Team Group, organisers of the TradingTech Summits, are pleased to announce the inaugural ExchangeTech Summit London on May 14th 2026. This dedicated forum brings together operators of exchanges, alternative execution venues and digital asset platforms with the ecosystem of vendors driving the future of matching engines, surveillance and market access.

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...