Jane Street is evaluating plans for a new data center as the quantitative trading firm seeks greater computing capacity to support artificial intelligence development and expanding trading operations. According to a Bloomberg report, the company has started preliminary discussions with businesses in the technology, cryptocurrency, and financial sectors regarding a potential facility.
The proposed project could provide between 100 and 200 megawatts of computing capacity. The company has not selected a location and has not finalized the size of the facility. However, the discussions reflect the firm’s growing focus on securing long-term infrastructure to meet increasing computational requirements.
Computing Capacity Becomes a Strategic Focus
Jane Street has significantly increased its demand for processing power in recent years and currently operates tens of thousands of graphics processing units, commonly known as GPUs. These processors support artificial intelligence workloads and large-scale computational tasks.
Last month, Jane Street co-head of technology Ron Minsky outlined the company’s long-term plans for infrastructure growth. He explained the firm expects to achieve a tenfold increase in computing capacity over time. Minsky also stated that Jane Street aims to expand from tens of thousands of GPUs to hundreds of thousands in the coming years.
The company views computing resources as an important factor in supporting research and development efforts. Minsky noted that available computing power currently limits some research projects, experiments, and new initiatives. As a result, Jane Street continues to invest in additional infrastructure to support future growth.
AI Development Drives Infrastructure Demand
Jane Street intends to use the proposed data center primarily for internal operations. The facility would support the training of proprietary artificial intelligence models that assist with trading-related activities, including asset price forecasting and data analysis.
The company already operates a data center in Dallas and supplements its infrastructure through cloud service providers, including CoreWeave. The planned facility would add another layer of computing resources and help support future technology projects.
Minsky also highlighted the importance of a distributed infrastructure strategy. He explained that a single facility cannot provide enough power to meet all future requirements. Therefore, the company expects to continue expanding computing resources across multiple locations.
Strong Trading Performance Supports Expansion
Jane Street’s infrastructure plans coincide with a period of substantial business growth as the firm reported a record $39.6 billion in trading revenue during the previous year. In the first quarter of this year, trading revenue reached $16.1 billion, more than double the figure recorded during the same period a year earlier.
The company continues to pursue more complex trading strategies and longer-duration positions across global markets. Consequently, demand for computing resources has increased as systems process larger volumes of data around the clock.
At the same time, competition for AI-related computing power is growing across the quantitative trading industry. Bloomberg reported that several firms are sourcing GPUs through cloud providers and secondary markets. This trend highlights the increasing importance of computing infrastructure as financial firms expand their use of artificial intelligence and advanced data-driven strategies.
