ICE Data Science & Machine Learning
Data isn't just information; it's our foundation in helping clients navigate the complexities of financial markets. Whether it’s fixed income, mortgages, energy, equities, or commodities, many market participants are challenged by a lack of data access and transparency.
At ICE, we’re addressing this by offering access to new data and broader data sets – like our housing market data, and depth of fixed income data. We’re shaping a culture molded around data science and machine learning, redefining how challenges are met and opportunities are seized.
As more clients trade electronically, they’re also challenged to consume, process, and analyze vast amounts of data. Here, our team of data scientists apply the latest technologies and collaborate with industry experts to help clients with analytics, back-testing, risk management and credit allocation. We’re focused on tackling some of the most pressing challenges in secondary markets - such as pricing and liquidity data - and in improving these, helping to support fixed income market electronification.
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Read the latest data insights
ICE Size-Adjusted Pricing for fixed income
Historically, the fixed income market has been the domain of institutional players, trading large blocks of bonds with limited transparency.
Beneath the surface: Visibility is only as good as your data
Financial market upheaval is typically accompanied by higher volatility and reduced liquidity as participants trim risk and tighten counterparty oversight.
ICE Size-Adjusted Pricing for fixed income
Historically, the fixed income market has been the domain of institutional players, trading large blocks of bonds with limited transparency.
Beneath the surface: Visibility is only as good as your data
Financial market upheaval is typically accompanied by higher volatility and reduced liquidity as participants trim risk and tighten counterparty oversight.