Organizations face a wide set of threats, ranging from geopolitical uncertainty to economic tightening to digital transformation. Risk analysts play a central role in how companies, organizations, governments, and investors make decisions to help mitigate the challenges posed by these threats.
When risk management experts around the world were asked to name the threats most likely to disrupt businesses in 2026, cyber incidents and artificial intelligence (AI) ranked as the top two threats. Both are now among the top five concerns among these experts in nearly every industry and region, according to the Allianz risk barometer survey. Business interruptions and supply chain disruptions are other top concerns.
It is the job of a risk analyst to anticipate troubles before they arrive, measure the potential risk of them arriving, and recommend strategies to manage these risks. Those drawn to a risk analyst career should understand the types of jobs available, the role education plays, and the salary for the position. Pursuing an advanced degree, such as a master’s in actuarial science degree, can help these individuals start on the right path.
Types of Risk Analysis
The primary goal of risk analysis is to evaluate the likelihood of an adverse event negatively impacting an employer, a project, or an investment. The consequences of threats are not always avoidable, but regularly performing risk analyses can help organizations minimize their exposure to these types of events.
There are various types of risk analysis approaches, including the following:
Quantitative Risk Analysis
Quantitative risk analysis builds on numerical data and models. It is used to estimate the likelihood and financial impact of different outcomes. A risk analyst may assign values to variables and run simulations to see how a project or portfolio might perform under a range of conditions.
Qualitative Risk Analysis
While quantitative risk analysis is based on hard numbers and facts, qualitative risk analysis relies heavily on people’s judgments. It can be used to help a team quickly rank its threats. Based on their experience and experts’ input, analysts label the severity of certain risks as high, medium, or low.
Risk-Benefit Analysis
With every investment or move, there’s a risk involved. Risk-benefit analysis weighs the potential gains of a decision against its possible losses. Leaders gain insights into whether an expected return from a certain action justifies the exposure involved in taking that action.
Needs Assessment
A needs assessment identifies gaps between where an organization is and where it wants to be, then frames those gaps as risks to be addressed. It often informs the earlier stages of planning, before more detailed quantitative or qualitative work begins.
What Does a Risk Analyst Do?
The first step for risk analysts is to determine what could possibly go wrong. The specifics of a risk analyst’s role can vary depending on whether they work in banking, insurance, corporate operations, or investment, but their core task stays the same: turning uncertainty into something a decision-maker can understand.
Risk analysts typically perform the following duties:
- Collect data: Review financial statements and application data, and verify the data through external agencies such as credit bureaus
- Model the outcomes: Frame scenarios that can give insight into what will happen if certain actions are taken, and then translate their findings into reports
- Recommend ways to limit exposure: Provide executives and managers with insights on strategies they can employ to help protect their organization from threats
Risk Analyst Types and Salaries
Risk analysis spans many specializations, each tied to a different kind of threat. For example, a recent Gartner survey points out that only 39% of technology leaders are confident that their investments in AI will positively impact their financial standing. A risk analyst can help these leaders take measured actions so that their AI investments make financial sense in the long run, while addressing their short-term risks.
Below are brief risk analyst job descriptions along with current compensation data.
Compliance Risk Analyst
Compliance risk analysts help organizations comply with all relevant regulatory and internal standards by flagging activity that could expose the organization to penalties. As of April 2026, Payscale reports that compliance analysts with risk management skills had a median annual salary of approximately $71,500.
Credit Risk Analyst
Borrowers defaulting on their loans can threaten the bottom line of a financial institution, such as a bank or lender. Credit risk analysts help leaders in these institutions make lending and credit decisions by evaluating their financial data to determine the likelihood that borrowers will default. The U.S. Bureau of Labor Statistics reports that credit analysts had a median annual salary of $83,510 as of May 2025.
Management Risk Analyst
If an organization’s management systems are performing poorly, that poses dangers to its success. Management risk analysts study how large organizations can avoid financial pitfalls and recommend improvements to their systems. Risk management analysts had a median annual salary of about $80,000 as of April 2026, according to Payscale.
Market Risk Analyst
Shifts in markets, interest rates, and prices can affect an organization's financial position. Market risk analysts assess the potential impacts of market and economic conditions so that organizations can remain resilient to change. The median annual salary for market risk analysts was around $72,000 as of June 2026, according to Payscale.
Operational Risk Analyst
Change in an organization’s internal processes, systems, and people is inevitable. Operational risk analysts examine the threats these changes pose to help organizations maintain smooth running operations amid various types of change. As of June 2026, Payscale reports that operational risk analysts had a median annual salary of about $65,000.
How to Become a Risk Analyst
The path into risk analysis includes both formal education and hands-on skill development along with a plan for moving up. Most analysts start with a strong quantitative foundation and build from there.
Earn a Degree
Risk analysis draws heavily on mathematics, statistics, and probability, which makes earning a degree in a quantitative discipline a natural starting point. An actuarial science degree is a common choice, as coursework for the degree directly covers those subjects as well as risk assessment. Actuarial science graduates go on to pursue careers in the insurance, finance, healthcare, and technology industries.
Build Skills
Risk analyst job descriptions often list as requirements skills in data analysis, including the ability to use predictive modeling and simulation tools. Risk analysts use predictive modeling tools that apply machine learning to historical data to identify vulnerabilities. One type of simulation, a Monte Carlo simulation, helps analysts evaluate uncertainty by running many trials and sampling the outcomes randomly.
Aspiring risk analysts also need knowledge of financial reporting and dashboards. Strong communication skills are crucial as well, as risk analysts need to ensure that decision-makers understand the results of their analysis. Familiarity with regulatory requirements and industry-specific software completes the necessary skill set.
Prepare for Advancement
Early career analysts can position themselves for senior and management roles by gaining experience with different risk types and by pursuing a professional credential such as a RIMS-certified risk management professional (RIMS-CRMP), certified in risk and information systems control (CRISC), or certification in risk management assurance (CRMA) credential.
Earning an advanced degree can help professionals deepen their foundational knowledge and can open doors to more senior roles. Taking on responsibility for guiding junior colleagues is another common step toward higher-level positions.
Accelerate Your Career in a Growing Field
Whether you want to work in banking, insurance, or corporate risk management, you’ll want to stand out from other applicants to get hired. Gaining a solid educational foundation can be the difference between matching the requirements in a risk analyst job description and being passed over for the role.
Bryant University’s Master of Science in Actuarial Science Online degree program can help you gain that foundation. With a curriculum that covers actuarial modeling, statistics, and technical communication, Bryant’s program prepares students for roles across the risk and insurance field.
“I tell our students we are in the area of risk management,” says Gao Niu, associate professor of actuarial science and the chair of Bryant’s Department of Mathematics and Economics. “We want to quantify risk. You have your quantitative skills, but you also need to understand the risk itself. Then the companies dealing with this risk will hire you because of your analytical skills. The area is getting wider and wider. … You have the ultimate job security once you get through the training.”
Find out how Bryant University’s Master of Science in Actuarial Science Online degree program can help prepare you for a career as a risk analyst.
Resources
AFCPE, Risk Analyst Overview
Allianz, Allianz Risk Barometer
CFA Institute, “What Are Risk Analysts and Risk Managers?”
Gartner, “Gartner Says Organizations With Successful AI Initiatives Invest Up to Four Times More in Data and Analytics Foundations”
Indeed, “How to Become a Risk Analyst: 6 Steps”
Indeed, “Quantitative Risk Analysis (Definition, Benefits and Steps)”
The Institute of Internal Auditors, Become a Certified Risk Expert With a Certification in Risk Management Assurance (CRMA)
Investopedia, “Credit Risk Analyst Role: Essential Duties and Career Insights”
Investopedia, “Risk Analysis: Definition, Types, Limitations, and Examples”
ISACA, What Is the CRISC Difference?
Payscale, Average Compliance Analyst With Risk Management/Risk Control Skills Salary
Payscale, Average Market Risk Analyst Salary
Payscale, Average Operational Risk Analyst Salary
Payscale, Average Risk Analyst Salary
Payscale, Average Risk Management Analyst Salary
Randstad, “Risk Analyst”
RIMS, RIMS-Certified Risk Management Professional
Thomson Reuters, “Risk Analysis: An Overview”
U.S. Bureau of Labor Statistics, 13-2041 Credit Analysts
AFCPE, Risk Analyst Overview
Allianz, Allianz Risk Barometer
CFA Institute, “What Are Risk Analysts and Risk Managers?”
Gartner, “Gartner Says Organizations With Successful AI Initiatives Invest Up to Four Times More in Data and Analytics Foundations”
Indeed, “How to Become a Risk Analyst: 6 Steps”
Indeed, “Quantitative Risk Analysis (Definition, Benefits and Steps)”
The Institute of Internal Auditors, Become a Certified Risk Expert With a Certification in Risk Management Assurance (CRMA)
Investopedia, “Credit Risk Analyst Role: Essential Duties and Career Insights”
Investopedia, “Risk Analysis: Definition, Types, Limitations, and Examples”
ISACA, What Is the CRISC Difference?
Payscale, Average Compliance Analyst With Risk Management/Risk Control Skills Salary
Payscale, Average Market Risk Analyst Salary
Payscale, Average Operational Risk Analyst Salary
Payscale, Average Risk Analyst Salary
Payscale, Average Risk Management Analyst Salary
Randstad, “Risk Analyst”
RIMS, RIMS-Certified Risk Management Professional
Thomson Reuters, “Risk Analysis: An Overview”
U.S. Bureau of Labor Statistics, 13-2041 Credit Analysts