Data science
T. Rowe Price’s Tasitsiomi on the pitfalls of data and the allures of AI
The asset manager’s head of AI and investments data science gets candid on the hype around generative AI and data transparency.
Firms worry that lack of ‘explainability’ will be regulatory roadblock for AI
Industry experts share their concerns about advanced AI’s ‘black-box’ nature and how that may attract fragmented regulatory scrutiny.
Waters Wrap: Quants, CDOs, and the blending of job titles
Anthony explains how a quant at a massive bank taking on the CDO title hints at larger industry changes.
BMO’s cloud migration strategy eases AI adoption
The Canadian bank is embracing a more digital future as its cloud strategy makes gains and it looks to both traditional machine learning and generative AI for further augmentation.
Waters Wrap: GenAI and rising tides
As banks, asset managers, and vendors ratchet up generative AI experiments and rollouts, Anthony explains why collaboration between business and tech teams is crucial.
Man Group’s proprietary data platform is a timesaver for quants
The investment firm’s head of data delves into its alt data strategy and use of AI tools to boost quant efficiency.
Better tech brings threat of two-speed trading in fixed income
Smaller asset managers may get left behind as automation allows the big players to prosper.
The causal AI wave could be the next to hit
As LLMs and generative AI grab headlines, another AI subset is gaining ground—and it might solve what generative AI can’t.
Outsourced trading sees uptick as buy side seeks more bang for its buck
Buy-side firms see outsourced trading as a way to simplify their operating model, while custodians see an opportunity to sell bundled services.
Waters Wrap: Goldman Sachs and the facts and fiction of being data driven
Neema Raphael, CDO and head of data engineering for Goldman Sachs, explains what he believes it means for a firm to be data driven.
Alt data’s growing pains: Integration and aggregation challenges stall wider adoption
Demand for alternative data continues to grow among investment firms. So why are some alt data providers taking products off the market?
Waters Wavelength Podcast: Episode 262 (Previewing Nafis)
Wei-Shen and Tony take a look at what’s to come at the North American Financial Information Summit (Nafis).
The haves and the ‘have bots’: can AI give vol forecasters an edge?
Quants at Acadian, Man Group, Northern Trust and PGIM are investigating the use of machine learning and natural language processing to improve volatility forecasts.
BNY Mellon deploys new AI, cloud tools
The custodian bank has reduced payment processing times by as much as 80%, according to officials.
Waters Wrap: Where have all the (data) cowboys gone?
Industry veterans says there’s a dearth of market data management talent in the lower ranks. Following Max Bowie’s coverage, Anthony explores some other reasons for this brain drain.
Data brain drain may prompt move to managed services for market data management
A shortage of data professionals with suitable experience to run large financial firms’ data organizations could drive firms to completely outsource the management and administration of their third-largest expense.
The surprising industries luring data talent away from Wall Street
Capital markets data specialists are finding their skills in high demand—but not from where you might think.
When machine learning goes awry, here's how to do better next time
Executives from JP Morgan, Morgan Stanley, and BNY Mellon discuss the lessons learned through experimenting with machine learning at their firms.
Man Group revamps data science platform to tackle data deluge
The London-based investment manager spent four “long and intense” years rewriting its data science platform, Arctic.
This Week: Deutsche Bank/FinLync, State Street/Paxos, Glue42/AllianceBernstein & More
A summary of the latest financial technology news.