Financial services data analytics

Bringing traditional and leading-edge data and analytics capabilities to structure, solve and manage your most critical issues.

How PwC can help

Today's financial institutions are compelled to deploy analytics and data-driven capabilities to increase growth and profitability, lower costs and improve efficiencies, drive digital transformation, and support risk and regulatory compliance priorities – all while supporting and driving the business strategy and priorities.

PwC's data analytics practice is comprised of more than 200 professionals with the expertise to help clients across banking & payments, capital markets, asset management, and insurance industries. Our professionals can help organizations address data and analytics needs from strategy and design through to execution and technology enablement.

 

Explore our service offerings

Financial risk modeling

PwC offers a full range of advisory solutions to help financial institutions with analytics and the development, deployment, and maintenance of models used for risk management, valuation, and financial/regulatory reporting purposes.  We deliver comprehensive analytics and model development expertise across credit risk, market risk, and operational risk areas. Sample solutions include:

  • CCAR/DFAST, credit risk, PPNR, and market risk model development

  • CECL/IFRS-9 methodology and model development

  • Valuation services

  • Customized modeling and analytics services

 

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Model risk management

PwC offers a full range of advisory services to assist financial institutions with identifying and managing the ​model ​risks associated with ​models used for risk management, valuation, and financial/regulatory reporting purposes. Sample solutions include:

  • Design and development of model risk management and model governance programs

  • Evaluation of existing model risk management programs for effectiveness and for consistency with regulatory expectations and industry leading practices

  • Testing of model risk management framework design and operating effectiveness for Internal Audit

  • Assistance with independent model validations for a wide range of model types

For more information explore PwC's model risk management services.

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Risk analytics

PwC's risk analytics solutions help Financial Institutions identify and respond to risks, address regulatory requirements, and strengthen analytics and risk management. We specialize in comprehensive risk analytics services across AML, trade surveillance, fraud, fair lending, and sales practices. Sample solutions include:

  • Independent model validation for a wide range of Compliance model types - AML transaction monitoring, customer risk scoring, alert risk scoring, OFAC sanctions screening, fraud monitoring and trade surveillance
  • Compliance model parameter calibration and optimization
  • Compliance model governance program design and deployment
  • Design and enhancement of transaction monitoring scenarios
  • Development of AML customer risk scoring model
  • Development of alert risk scoring models
  • Fair lending risk assessments
  • Sales practices assessments & analytics

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Customer analytics

PwC’s customer analytics solutions help Financial Institutions drive new growth, facilitate better customer engagement, and support customer-centric business transformation. Sample solutions include:

  • Customer journey analytics
  • Customer segmentation
  • Digital propensity targeting and consumer scoring
  • Innovative collections strategies
  • Marketing investment optimization
  • Proactive complaints management
  • Retention analytics
  • Strategic pricing simulator

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Data analytics strategy and organization

PwC offers a suite of solutions to help financial institutions develop faster and more sophisticated data-driven decision-making capabilities:

  • Analytics benchmarking and maturity assessment
  • Business-aligned data analytics strategies and roadmaps
  • Data monetization and data-driven growth
  • Data analytics talent strategies and  organizational design
  • Evolution of the chief data officer function

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Data analytics technology

PwC’s data analytics technology solutions combine proven and emerging technology, data, skills, governance, culture and leadership to deliver powerful data capabilities for strategic transformation and compliance-driven change, from BCBS and CCAR to AML and Sales Practices. Sample solutions include:

  • Big data migration
  • Business intelligence, data visualization and dashboarding
  • Data architecture and data modeling
  • Data integration (e.g., Warehouse, data lake, CRM, Financials, Fintechs)
  • Data modernization and cloud adoption
  • Enterprise Data Warehouse design and deployment
  • Enterprise and regulatory data governance, data management  and data quality
  • Information management for advanced analytics
  • Master data management implementations for security masters, product masters, etc.
  • SOA conversion planning and implementations
  • Technology selection

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Fast facts about the team

  • We have been bringing traditional and leading-edge data & analytics capabilities to financial institutions for 15+ Years
  • 100+ clients served across banking and capital markets, asset management and insurance each year
  • Diverse team of data scientists, economists, statisticians, technologists, strategists, and regulatory professionals
  • Integrated risk and strategy team to bring a risk perspective to growth issues and a growth perspective to risk issues
  • More than 70% staff hold advanced degrees – PhDs, Masters, Statisticians, Engineers, and MBAs
  • Deep expertise in SAS, SQL, R, Python and other statistical packages, computer programming languages, and computing platforms
  • Access to 40+ dedicated data analytics training courses – including exclusive partnership with Coursera

For information on exciting career opportunities with PwC FS data analytics - please check out PwC Careers

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Insights

Contact us

Richard Pace
Financial Services Data Analytics Leader
Tel: +1 (703) 918 1385
Email

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