Certified R Programmer for Finance Professional (CRPFP)

The Certified R Programmer for Finance Professional (CRPFP) program is an advanced certification designed to equip individuals with specialized skills in R programming for the finance industry. R is a powerful and widely-used programming language for data analysis, statistical modeling, and data visualization. In the finance sector, R plays a crucial role in risk assessment, portfolio management, financial modeling, and more. The CRPFP program offers a comprehensive curriculum that covers R programming fundamentals, data manipulation, statistical analysis, financial modeling, and real-world applications in finance.

Certification Program Objectives:

Upon completing the Certified R Programmer for Finance Professional (CRPFP) program, participants will be able to:

  • Master R Programming: Develop advanced proficiency in R programming, including data types, functions, control structures, and packages relevant to finance.
  • Data Manipulation: Learn how to import, clean, reshape, and analyze financial data using R packages like dplyr and tidyr.
  • Statistical Analysis: Conduct statistical analysis and hypothesis testing on financial datasets using R’s statistical functions.
  • Financial Modeling: Build financial models, perform risk assessment, and optimize portfolios using R’s quantitative modeling capabilities.
  • Time Series Analysis: Analyze and forecast financial time series data for asset pricing, risk management, and investment strategies.
  • Data Visualization: Create informative and visually appealing data visualizations using R packages like ggplot2.
  • Real-world Finance Applications: Apply R programming skills to real-world finance problems, such as asset allocation, option pricing, and risk modeling.

Certification Requirements:

  • Bachelor’s Degree


  • 2 – 5 years of relevant work experience

Certifying Examination:

  • To be certified as CRPFP, student should take up a 1.5 hours online exam conducted by AIBM.
  • The qualifying exam would consist of 50 multiple choice questions, testing core certification modules.
  • Professionals with relevant experience and other qualifying criteria may be exempted from the examination.


  1. R Programming Fundamentals
  2. Data Manipulation and Analysis in Finance
  3. Statistical Analysis in Finance
  4. Financial Modeling with R
  5. Time Series Analysis in Finance using R
  6. Visualization Techniques in Financial Data with R

* The modules of the certification are constantly updated and are subject to change.

Who Should Do This Certification:

The Certified R Programmer for Finance Professional (CRPFP) certification is highly beneficial for professionals and students across various finance-related roles and industries, including:

  • Financial Analysts: Those looking to enhance their analytical skills and leverage R for financial data analysis.
  • Data Analysts: Professionals seeking to apply R for data exploration, cleansing, and visualization in finance.
  • Quants and Risk Analysts: Quantitative analysts and risk professionals interested in quantitative modeling and statistical analysis using R.
  • Portfolio Managers: Individuals responsible for managing investment portfolios who want to use R for portfolio optimization and risk assessment.
  • Finance Students: Students pursuing degrees in finance, economics, or related fields who want to acquire in-demand R programming skills.
  • Data Scientists in Finance: Data scientists working in finance who aim to specialize in R programming for financial applications.
  • Financial Researchers: Professionals conducting research in financial markets, asset pricing, or risk management and need advanced statistical tools.
  • Fintech Professionals: Individuals in the fintech industry leveraging R for financial technology development.

Earning the CRPFP certification demonstrates your expertise in R programming specifically tailored to finance. This skillset is highly sought after in the finance industry, where data-driven decision-making and quantitative analysis are paramount. Whether you’re an experienced finance professional or a student aspiring to work in finance, becoming a certified R programmer for finance opens doors to a wide range of career opportunities in this dynamic field.