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Data & Analytics Expertise
“Driving Precision, Performance, and Predictive Intelligence”
Homepage > Areas of Expertise > Data & Analytics
Data is the foundation of every critical decision in modern business. Yet, extracting meaningful insights at speed, navigating complex regulatory landscapes, and deploying advanced technologies like AI, machine learning, and real-time analytics tools remains a challenge for many organisations.
We specialise in delivering niche expertise in Data & Analytics, bridging the gap between technology’s possibilities and business realities. With deep roots in kdb technology and a proven track record of solving complex data challenges, we empower organisations to transform vast streams of information into actionable, real-time intelligence.
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State of the Market:
Data at the Core of Competitive Advantage
The global data landscape is expanding at an unprecedented rate. According to Statista, the global volume of data is forecasted to reach an astonishing 394 zettabytes by 2028, a leap from just 2 zettabytes in 2010. This exponential growth places immense pressure on organisations to optimise analytics pipelines, minimise latency, and derive predictive insights in real-time.
In response to this surge, the data analytics market is experiencing significant growth. Valued at £39 billion (USD 49.03 billion) in 2022, it is projected to grow at a compound annual growth rate (CAGR) of 26.7% from 2023 to 2030. Gartner
Similarly, the artificial intelligence (AI) market is expanding rapidly, with a CAGR of 36.6% expected from 2024 to 2030, reaching £1,450 billion (USD 1,811.75 billion) by 2030. Equally, the machine learning (ML) market is on a steep growth trajectory, with projections indicating a rise from £21 billion (USD 26.03 billion) in 2023 to £181 billion (USD 225.91 billion) by 2030, exhibiting a CAGR of 36.2% during the forecast period. McKinsey & Company
This rapid expansion underscores the critical need for organisations to harness these technologies effectively. Caspian One’s Data & Analytics practice equips clients to navigate and thrive in this demanding landscape by providing access to subject matter experts across:
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Leveraging tools like kdb+/q for ultra-low-latency environments critical to financial services and other data-intensive industries
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Real-time monitoring, predictive modelling, and time-series analysis that redefine decision-making capabilities
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Modernising legacy systems to meet evolving business demands, achieve regulatory compliance, and future-proof operations
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Harnessing artificial intelligence, machine learning, and advanced analytics to uncover actionable insights and maintain a competitive edge
We connect organisations with experts whose skills span a spectrum of cutting-edge technologies and niche applications, ensuring clients can meet the most demanding data and analytics challenges.
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Kdb+/q: Specialists delivering ultra-low-latency analytics for high-frequency trading and time-series data processing
Snowflake & Big Data Ecosystems: Professionals enabling scalable, cloud-native architectures for advanced data warehousing and real-time analytics
PySpark & AI/ML Frameworks: Experts unlocking predictive insights through distributed computing and machine learning
SQL & Real-Time Analytics: Talent supporting mission-critical applications with robust database management and lightning-fast data delivery
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Our network of specialists delivers expertise in:
Temporal and Vector-Based Data Processing: Optimising performance for algorithmic trading and beyond
Quantitative Research & Modelling: Driving risk management, market analysis, and data-driven decision-making
Performance Monitoring: Ensuring resilience and efficiency in high-stakes environments through real-time oversight
Advanced Data Visualisation: Crafting intuitive dashboards and tools to translate complex datasets into actionable insights
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Our subject matter experts contribute to critical initiatives across industries:
Algorithmic Trading in Financial Services: Specialists in building and maintaining systems that process financial data in milliseconds
Real-Time Content Analytics in Broadcast and Telecoms: Professionals enabling instant adaptation to viewer trends and optimising content delivery pipelines
Regulatory Compliance Across Sectors: Experts designing and implementing systems that align with global standards like MiFID II, Basel III, and GDPR
Specialist Roles & Expertise
Our network of elite technologists ensures clients gain access to top-tier professionals. These experts are handpicked for their ability to meet the intricate demands of financial institutions, media enterprises, and technology innovators.
Kdb+/q Developers:
Experts in high-frequency trading, real-time analytics, and historical data processing
Data Engineers:
Specialists in ETL pipelines, distributed systems, and cloud-native analytics platforms
Quantitative Analysts:
Pioneers in predictive modelling, risk analytics, and machine learning integration
Infrastructure Experts:
Professionals optimising low-latency systems, cloud migrations, and scalable architectures
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Expertise: Deep knowledge in quantitative finance, risk management, and statistical modelling
Skills: Python, R, MATLAB, and advanced SQL; strong foundation in stochastic processes and financial mathematics
Experience: Developing pricing models, backtesting trading strategies, and conducting risk assessments for Tier 1 financial institutions
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Expertise: Designing and implementing ultra-low-latency data solutions for trading and market data platforms
Skills: kdb+/q, C++, FPGA, and Linux; adept in time-series analysis and vector processing
Experience: Building scalable platforms to handle petabytes of real-time financial data with nanosecond precision
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Expertise: Designing and optimising data pipelines for high-performance analytics in finance and telecom sectors
Skills: Apache Spark, Hadoop, Python, and Snowflake; proficiency in ETL processes and cloud-native technologies (AWS/GCP)
Experience: Streamlining data ingestion and integration for regulatory reporting and advanced analytics
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Expertise: Comprehensive knowledge of kdb+/q, specialising in creating efficient databases for time-series data
Skills: High-frequency trading systems, algorithmic trading solutions, and performance optimisation
Experience: Implementing analytics platforms to enhance decision-making capabilities for global hedge funds
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Expertise: Integrating AI and ML algorithms into predictive analytics and automation workflows
Skills: TensorFlow, PyTorch, Python, and scikit-learn; strong focus on real-time anomaly detection and predictive modelling
Experience: Driving innovation in financial forecasting and operational risk management with cutting-edge AI solutions
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Expertise: Modernising legacy systems and implementing scalable, cloud-native solutions
Skills: Kubernetes, Docker, Terraform, and cloud platforms like AWS and Azure
Experience: Deploying secure and resilient infrastructures tailored for data-heavy environments
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Caspian One is proud to partner with KX, the creators of kdb+, to deliver transformative real-time analytics solutions for financial services and beyond. Our expertise in connecting organisations with world-class kdb professionals ensures that businesses have access to the talent required to deploy and optimise kdb Insights and KDB.AI effectively.
This partnership is a testament to KX’s trust in Caspian One’s capabilities and validates our standing at the forefront of kdb-focused skills delivery. Through our collaboration, we enable clients to address strategic data challenges, leveraging kdb Insights for applications like options pricing, transaction cost analysis, and back-testing - while also supporting new integrations like Python-first and platforms such as Azure, AWS, and Snowflake.
At Caspian One, we are uniquely positioned to connect organisations with the kdb talent needed to capitalise on KX’s powerful tools, ensuring every deployment drives measurable business value.
“Our Data Timehouse technology enables developers, data scientists, and engineers to accelerate their data analytics, vector search and generative AI workloads for richer, faster, and better-informed insights. We look forward to working with Caspian One on jointly helping clients deliver more creative and more innovative analytics that drive greater business value.”
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Market Leaders in Kdb Expertise: Trusted by the creators of KX, we’ve partnered to deliver innovative solutions like kdb Insights and kdb.ai, reshaping how industries use real-time analytics.
A Proven Track Record: Over a decade of experience providing tailored data solutions internationally for financial institutions, broadcasters, and telecom firms.
Specialised Talent Networks: Access through our developed networks, elite-level data scientists, quantitative analysts, and kdb experts to enhance your team and capabilities.
Flexible Delivery Models: Whether scaling operations with contract resources or embedding permanent specialists, we design delivery models that work for you.
Recognised Leadership: Our practice leads are renowned for shaping the kdb community and addressing the most complex challenges in data-driven environments
Featured data & Analytics Success Stories
Revolutionising Trade Surveillance for a Global Hedge Fund
Delivered an end-to-end kdb+ platform transformation, equipping the client with real-time trade monitoring that enhanced compliance and decision-making.
Building High-Performance Teams for Financial Analytics
Assembled a global kdb+ team of experts for a top-tier investment bank, enabling seamless integration of advanced analytics tools into trading operations.
Strengthening Low-Latency Trading with Expert kdb+ Leadership
Placed a kdb+ VP at an investment bank, enhancing real-time data processing and optimising low-latency trading infrastructure to drive market competitiveness.
Tell Us About Your Data Challenges
Ready to enhance real-time analytics, modernise your infrastructure, or tackle emerging trends in data and analytics?
Complete the form to connect with our experts and discuss your unique needs. Let us help you find the right solutions and specialists to drive your success. Prefer a personal connection? Explore the profiles of Ben Rutter and James Morton to learn more about the leaders behind our Data & Analytics practice and reach out directly.