Quantitative
Meme stocks, Reddit, and QAnon: A postcard from the origin of the metaverse
Join WatersTechnology for a look back at the most absurd stories of the year—Reddit/GameStop, the advent of meme stocks, and QAnon—and what they mean for you.
Machine learning & NLP in the capital markets: Some examples from 2021
To show how ML and NLP are spreading across the industry, WatersTechnology highlights 20 stories from the last 12 months that feature unique uses of AI.
Slow burn to a big bang: How the new wave of tech is changing market data platforms
For decades, market data platforms have been critical components of financial firms’ trading infrastructures. But with changing user needs and emerging technologies gaining ground, will the platforms of the past be replaced by upstart challengers—or can…
People Moves: NYSE, Broadway, FactSet, Tourmaline, and more
A look at some of the key "people moves" from this week, including James Bunch (pictured), who joins TRG Screen as chief technology officer.
New breed of NLP model learns finance better, study finds
Models trained by looking at sentences beat conventional approaches that contextualize words.
People Moves: Exegy, Luma, Capco, CAIS and more
A look at some of the key "people moves" from this week, including Julian Elliot (pictured), who joins Integral as senior product officer.
Refinitiv’s CodeBook targets financial programmers with built-in data access
Since it soft-launched the coding environment last year, Refinitiv has added an item browser to allow coders to look up financial information.
People Moves: Rimes, Broadridge, TP Icap, Sifma, and more
A look at some of the key "people moves" from this week, including Justin Brickwood (pictured), who joins Rimes as head of benchmark data services.
Buy one, get one free: Algos learn to multi-task
For years, brokers have offered suites of algorithms, each geared toward a certain strategy and outcome. Now, firms are compressing these into multifaceted algorithms that can switch between different strategies or markets in response to trading…
Definition of a trading venue: Reg review risks ensnarling tech vendors
Industry participants are divided over the definition of a trading venue and how regulators should revise the regulatory framework.
This Week: Bloomberg, VoxSmart–GreenKey, EDM Council, Northern Trust, Anna-DSB, and more
A summary of some of the past week’s financial technology news.
This Week: Macrobond/FactSet, Tradweb, Bloomberg, DTCC, and more
A summary of some of the past week’s financial technology news.
Alt data’s second inning: Brace for a long M&A game
The alternative data sector is still relatively nascent, and as such buy-side firms have struggled with how best to incorporate these non-traditional sources of information. While sources say that there will be continued M&A in the market, how those…
Burden of Proof: Meet the IEX breakaways looking to shake up broker algos
Founded with the principles of “transparency and academic rigor,” some say Proof’s model and technical approach is a test case for a new generation of cloud-native broker startups.
Dutch asset manager turns to decision trees for currency predictions
APG has improved prediction accuracy for G10 currency movements after adopting decision tree-based machine learning.
Waters Wrap: On outages, teamwork & greed (And ESG innovation & consultants)
Anthony examines a proposed protocol in Europe that would help keep liquidity flowing if there’s a major exchange outage. He also discusses innovation in the realm of ESG, and Esma’s new data analytics platform.
Goldman tackles climate risk controls
Lender joins other banks in translating physical and transition threats into controls framework
UBS AM builds model for quantifying greening of heavy industry
The asset manager's quant research arm, QED, has published a framework for valuing companies in industries like cement or steel that transition to more sustainable tech.
SF quant firm uses 'nearest neighbor' machine learning for equities predictions
Creighton AI is using a regression-based approach to machine learning to help make predictions about the excess return of a stock relative to the market.
Deep XVAs and the promise of super-fast pricing
Intelligent robots can value complex derivatives in minutes rather than hours
The ESG Holy Grail doesn’t exist… yet
As buy-side firms strive to stand out in a maturing ESG-driven market, they will look for data in areas where coverage is still poor.
Beyond ratings: Vendors look to fill ESG data gaps
Start-ups and non-traditional data providers are exploiting niches where investment professionals can't rely on ratings.
Acadian builds ‘green screen’ to auto-filter ESG phoneys
The $110 billion quant investor is creating an automated system to spot greenwashers.
In fake data, quants see a fix for backtesting
Traditionally quants have learnt to pick data apart. Soon they might spend more time making it up