Business forecasters use data analysis and qualitative insights to predict a business's future performance. Learn more about business forecasting, including the types of business forecasting and how to start a career in this field.
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Business forecasting uses data analysis to identify trends and explore various metrics to predict a business’s future performance.
Business forecasting involves analyzing market trends and company data, estimating future demand and needs, and making recommendations for policy change.
To work in business forecasting, you’ll need to possess technical skills, such as knowledge of programming languages, data visualization, and statistical analysis, as well as workplace skills like communication and critical thinking.
You can find business forecasting work as a financial analyst, budget analyst, or financial manager.
Explore the importance of business forecasting and how to get started in a business forecasting role. If you want to build career-ready skills, consider enrolling in Macquarie University’s Excel Skills for Business Forecasting Specialization. In as little as four weeks, you’ll have the chance to learn about business metrics, data-driven decision-making, Excel formulas, model optimization, and more.
Business forecasting is the task of predicting a business's future performance and the market in which it operates using data analysis, including market trends and other metrics. Business forecasting professionals provide their organizations with insights for decision-making, strategic planning, and overall operational effectiveness.
Successful businesses understand the importance of business forecasting, as it allows them to prepare for changing market conditions and estimate how to allocate resources best. For this reason, the number of jobs that fall under the business forecasting umbrella should grow through the next decade. For example, the US Bureau of Labor Statistics predicts a growth rate of 6 percent for financial analysts and 9 percent for management analysts [1, 2].
As a business forecaster, your job is to examine current and past data to identify trends, compare them with current industry influences, and make predictions about what will happen soon. You also may collaborate with managers from different departments to discuss potential opportunities, new relationships, and patterns you notice in the data.
Business forecasting can be challenging because you have to evaluate a variety of factors, including web traffic, drivers of traffic, conversion rates, and predictors of expenses and revenue. However, it can also benefit your business by optimizing your decision-making, resulting in smarter investments and improved profitability.
Business forecasters work in various organizational departments, including finance, marketing, and human resources. Job titles that fall under business forecasting sometimes include the term planner, analyst, or manager. In these roles, you may track performance, look for trends in historical data, and apply statistical analysis to gather data in one or more of the following areas:
Accounting: You use historical cost data to anticipate future costs and help prepare the budget.
Business: General business forecasting can include predicting non-financial functions such as customer satisfaction, logistics, and goals to maximize efficiency and profitability.
Capital: To perform capital forecasting, you analyze sales, costs, and other metrics to predict how much working capital (company assets minus liabilities) a company should have in the future.
Demand: Demand forecasting involves predicting customer demand to ensure the company has the resources (including inventory and supply chain) to meet it.
Financial: You examine financial metrics, including cash flow, expenses, revenue, and sales, to predict future profitability.
Sales: A sales forecast is a prediction of how many units the company will sell to customers during a given period of time in the future.
A business forecaster must make educated guesses about how specific metrics will change in the future based on historical performance, economic trends, and statistical analysis. You typically rely on your understanding of the industry and your skill in using qualitative and quantitative models to inform your predictions. Within the scope of your work, you may be responsible for the following tasks:
Analyze market trends and company data.
Estimate demand and make predictions about future needs.
Meet with executives and decision-makers to share data.
Make recommendations for policy change.
Prepare forecast reports.
You can prepare for a career in business forecasting by developing a mix of technical and workplace skills, including data visualization and communication. The following skills equip you to analyze data effectively and translate insights into actionable strategies to optimize processes and operations.
Programming languages: You can use coding languages such as Python or R to analyze large sets of data
Data visualization: Creating graphics that tell a compelling story about what the data says can help you share analytics in a way that everyone understands.
Statistical analysis: Before creating insights from data, you must be able to collect, organize, and interpret data to find relationships and trends. Analysts use several statistical analysis models to do this.
Read more: What Programming Language Should I Learn?
Communication: Communicating how the present situation affects future prospects is a key part of your job as a business forecaster.
Strategic thinking: Your research into present performance metrics provides clues to what might happen and how the company might advance.
Critical thinking: You should be able to think critically about the data you collect and choose only what's necessary for decision-makers.
Business leaders rely on accurate forecasts to make predictions about the future and plan accordingly, which means demand for business forecasters should continue to grow. Forecasting jobs also tend to be lucrative and come with above-average salaries.
Budget analyst: $87,930 [3]
Demand planner: $80,880 [4]
Financial analyst: $101,350 [5]
Financial manager: $161,700 [6]
Management analyst: $101,190 [2]
The job outlook for business forecasting jobs is strong. Demand for management analysts and financial analysts should grow by 9 percent and 6 percent, respectively [2, 5]. Specifically, the BLS expects 29,900 annual openings for financial analysts through 2034 [5]. The agency anticipates 98,100 job openings for management analysts and 74,600 positions for financial managers during the same period [ 2, 6].
The type of business forecasting you plan to do determines your career path in this field since the work of a demand planner differs from a financial manager or management analyst. For example, you may be able to begin working as a logistician before you've earned a bachelor's degree, but employers typically expect you to have a degree in economics or a similar area before they hire you to work as a financial manager.
Entry-level business forecasting jobs typically require a bachelor’s degree, and business is a common undergraduate major. For more than a decade, business has been the top choice for undergraduates earning a bachelor's degree [7]. However, you may also find it helpful to study a field that is more closely connected to your field. For example, if you plan to pursue a forecasting role in finance, a degree in finance or economics is another option to consider. You may also consider earning a master's degree, like a Master of Business Administration with a concentration in business analytics or marketing analytics, if you want to advance your career to a senior-level position.
Earning an industry certification can demonstrate your knowledge and dedication to the field, especially if you want to qualify for more advanced positions. The following organizations offer credentials, certifications, and licenses for business forecasting professionals:
American Institute of Certified Public Accountants
Association of Government Accountants
Association for Supply Chain Management
CFA Institute
FINRA
Institute of Management Consultants
Subscribe to Career Chat on LinkedIn, where you can stay up-to-date on industry trends. You can also explore the following free resources as you plan your business career:
Learn from an expert: 8 Questions with an Expert: Google Financial Data Analyst
Read our Career Chat issue: Getting Started with Data Visualization + Types and Tools
Watch on YouTube: Business Intelligence vs Data Analytics vs Business Analytics
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US Bureau of Labor Statistics. “Occupational Outlook Handbook Financial Analysts, https://www.bls.gov/ooh/business-and-financial/financial-analysts.htm.” Accessed June 16, 2026.
US Bureau of Labor Statistics. “Occupational Outlook Handbook Management Analysts, https://www.bls.gov/ooh/business-and-financial/management-analysts.htm/.” Accessed June 16, 2026.
US Bureau of Labor Statistics. “Occupational Outlook Handbook Budget Analysts, https://www.bls.gov/ooh/business-and-financial/budget-analysts.htm.” Accessed June 16, 2026.
US Bureau of Labor Statistics. “Occupational Outlook Handbook Logisticians, https://www.bls.gov/ooh/business-and-financial/logisticians.htm.” Accessed June 16, 2026.
US Bureau of Labor Statistics. “Occupational Outlook Handbook Financial Analysts, https://www.bls.gov/ooh/business-and-financial/financial-analysts.htm.” Accessed June 16, 2026.
US Bureau of Labor Statistics. “Occupational Outlook Handbook Financial Managers, https://www.bls.gov/ooh/management/financial-managers.htm.” Accessed June 16, 2026.
National Center for Education Statistics. "Undergraduate Degree Fields, https://nces.ed.gov/programs/coe/indicator/cta." Accessed June 16, 2026.
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