National Compensation Forecast October 2023
Review compensation trends and get guidance on expected total salary increases for the upcoming year with ERI’s National Compensation Forecast.
Each quarter, ERI examines the rates at which compensation has increased and provides guidance on expected increases for the upcoming year. These rates are calculated using ERI’s Salary Assessor and ERI’s Salary Increase Survey & Forecast. In the context of this paper, results represent actual growth reported in ERI’s Salary Assessor over periods ranging from one quarter to twenty years.
Review compensation trends and get guidance on expected total salary increases for the upcoming year with ERI’s National Compensation Forecast.
Each quarter, ERI examines the rates at which compensation has increased and provides guidance on expected increases for the upcoming year. These rates are calculated using ERI’s Salary Assessor and ERI’s Salary Increase Survey & Forecast. In the context of this paper, results represent actual growth reported in ERI’s Salary Assessor over periods ranging from one quarter to twenty years.
Actual compensation movement in the third quarter of 2023 (published October 1, 2023) saw a lower level of growth at 0.94%, below July’s rate of 1.17% and April’s 1.1% rate of growth. The past 4 quarters have seen higher-than-average growth with 4.46% growth since the October 2022 data release. This rate of growth is lower than the year-over-year (YOY) rate of growth reported last quarter at 4.95%. It may be surprising that the YOY growth rate continues to be high after the recent decline, but the previous three quarters remain in the calculation with rates of 1.17% (July), 1.1% (April), and 1.39% (January).
In October 2023, ERI published the results of the 2024 Salary Increase Survey. National figures from this report indicate that participants are planning for structure movement of 3.26%, which is an increase of 0.37% over 2023 results. Budget increase figures are expected to increase to 4.41%, which is an increase of 0.62% over the 2023 figures. Of note, the current yearly growth rate is 1.16% above the structure growth rate predicted for 2023. Whether this recent increase in surveyed results will correspond to actual growth in 2024 remains to be seen. This is especially true given the recent slowdown in compensation growth seen in the third quarter. Current labor market data indicate a softer market than the first half of 2023, but one that remains competitive.
An examination of the current number of job openings indicates a high number of open jobs in the United States, with an open job rate of 5.3%, which is higher than the 10-year average open job rate of 4.64%. However, it is down from last quarter’s rate of 6.1% and the high of 7.3% in March 2022. The chart below shows the historical difference between the rate of open jobs in the economy versus the rate at which employees are hired. A gap between the number of open jobs and the number of employees who are hired indicates that organizations are not able to hire all the employees that they would like. This can lead to organizations needing to raise compensation rates to hire the employees they need.

The rate at which employees are quitting is currently 2.3%, which is down from its high of 2.9% in April and getting close to the 10-year average of 2.25%. These trends point to a softening labor market, which will reduce upward pressure on compensation. However, the gap between the hires and open jobs rate, along with fewer people quitting, still asserts upward pressure on compensation, though not as strongly as in previous
quarters. These trends are supported by overall labor market demographics. Specifically, the unemployment rate was 3.8%, which is up from July 2022’s low of 3.5%, but still generally considered full employment. The prime-age population ratio (EPOP) has reached a new local peak at 80.9%, which is 0.2% above last quarter’s rate. Additionally, the 30-year average EPOP is 78.6%, which is below the current participation rate, and above the rate immediately prior to the start of the recent pandemic (80.5%). The current EPOP is below the all-time high, which was 81.9% in April 2000.
Of course, the labor market is not the full story. At the time of writing, the inflation rate stands at 3.7%, which is down 5.4% since the high in June of 2022. These rates continue the trend of moderating inflation and may have a tempering effect on compensation increases. Inflation can influence the growth of compensation, and the extent of that influence also varies depending on the level of inflation, with high inflation related to higher levels of compensation growth. Inflation is above the target rate of 2%, so we may continue to see higher levels of compensation growth; however, further reductions in inflation may reduce some of the upward pressure on compensation throughout the remainder of 2023.
Other economic indicators can point towards the health of the economy and may serve as leading indicators for compensation growth, which tends to lag economic changes. Overall, these indicators paint different pictures of the economy, with some increasing and others decreasing. Specifically, gross domestic product (GDP) increased at a rate of 2.1% in Q2 2023, which is an increase over Q1 2023 (1.7%), Q4 2022 (1.2%), and Q3 2022 (1.9%), indicating economic growth. The Bureau of Labor Statistics (BLS) reports that real hourly wages (which account for inflation) have decreased by 0.5% from July to August and increased by 0.5% over the past year. Industrial production has decreased from 4.5% in August 2022 to 0.25% in May 2023, and wholesale sales have decreased by 4.15% YOY as of August 2023.
In summary, the labor market is softening (but still strong), inflation is moderating, and economic indicators are moving in different directions. The labor market and inflation both point toward higher compensation growth, but recent retreats in leading economic indicators indicate some headwinds. ERI expects higher compensation growth continuing through 2023, with the absolute rate of growth slowing in the final quarter of the year. ERI will continue monitoring and reporting on these trends as they unfold over the next several quarters.
Overall Compensation Trends
October salaries have increased by 0.94% (see Table 1) over the July 1 data release. This rate of growth is higher than the predicted quarterly rate of 0.73%. Growth over the past year has been 4.46%, with an average quarterly growth of 1.12%. To put this into context, the average quarterly growth over the past 20 years has been 0.66% (see Table 2). Over the same 20-year period, the average October increase has been 0.80%. Over the past 20 years, October increases (third quarter) have been higher than increases throughout the rest of the year, and the current quarter is consistent with that trend. The annual growth rate appears to have decreased from 4.95% to 4.46%, which is due to October 2022 (1.29%) dropping off the average. Previous quarters’ growth rates were 1.17% (July 2023), 1.10% (April 2023), and 1.39% (January 2023).

Overall Trends by Year
Please refer to Figure 2 below, which has three lines. Two lines (dark green and light green) represent projected salary increases from ERI’s Salary Increase Survey & Forecast, and the black line represents actual changes in salary reported in ERI’s Salary Assessor. The dark green and light green lines represent what survey respondents expected to happen each year (collected in the previous year), and the black line represents what happened in a given year. By comparing these three lines, we can see the extent to which expectations met up with reality. As noted earlier, the actual movement (black line) is expected to follow the structure increase (dark green line). This is because salary surveys generally capture the movement of salary structures within organizations instead of measuring the salary increase of individual employees. An examination of where the reality of salary movement (black line) has departed from the expected trend line (dark green line) gives us information regarding how salaries might move in the future. Specifically, the past 2013 and 2014 saw actual salaries grow at a rate that
is higher than expectations from the previous year. The years 2015 through 2020 were more in line with expected growth (dark green), and growth since 2020 has been higher than predicted.

10-Year Trend by Category
While it is valuable to know how all occupations are moving in this economy, it is also useful to know how different types of occupations move relative to each other and across time. Not all occupations grow at the same rate, and not all occupations grow at the same rate across time. Figure 3 reveals the total growth experienced across a 10-year period. If we break all occupations down into 10 categories, it becomes clear that some occupations are growing at a faster rate than others. Specifically, Sales employees appear to have seen the highest level of growth, whereas Top Management occupations have seen the slowest growth.

Mean Salary by Category
Table 3 reveals the actual growth rates for different occupational categories in the past three years and provides information on whether the occupational category is seeing increased or decreased growth. It is important to note that, just because an occupational category has decelerating growth, it does not mean that the trend will continue. All occupations may be expected
to see salary growth over time, so an occupational category that has been showing slow growth may be more likely to see higher growth in the future.
Occupational Categories
In the process of examining the growth of compensation data on a national basis, the data were broken into ten specific occupational categories to study changes in compensation at a more granular level. The populations of these categories are illustrated in Figure 4 below.
About the National Compensation Forecast
The National Compensation Forecast is designed to capture salary changes across a broad range of jobs found in the United States economy. This index shows how national compensation has changed over the 20 years prior to the time of publication: October 2023. Of note, these figures represent actual and projected salary growth for base compensation only. Other sources include data on the cost of benefits, incentives, and base compensation. By simplifying the analysis and focusing only on the fundamental component of compensation (base compensation), ERI hopes to provide a cleaner picture of how compensation is growing in the United States. The data contained in this report are derived from quarterly results published in ERI’s Salary Assessor, a professional compensation tool used widely across the public and private sector, including most Fortune 500 organizations. For a full discussion of the product’s methodology, please see the Salary Assessor methodology. The specific data used in this report represent 2,052 distinct occupations, which were consistently surveyed across the 20 years covered by this report. These occupations range from the lowest-paid occupation that ERI surveys (Dishwasher) to the highest-paid occupation (CEO) and represent mean base salary. Data are first examined on an aggregate basis before being broken down into 10 occupational categories. The data for the 2023 index comes from data submitted to ERI’s Salary Increase Survey & Forecast.
In coming quarters, ERI will continue to track and report on the trends that exist in the compensation landscape.
Please direct any questions or comments to Jonas Johnson, Ph.D.: [email protected].
By Jonas P. Johnson, Ph.D. and Calvin A. Brooks