Virginia’s unemployment rate fell to 3.6% in August from 3.7% in July, while employers added an estimated 5,600 payroll jobs during the month. The movement points in a favorable direction, but the federal report released Friday offers a mixed signal: the drop in unemployment was statistically significant, while the payroll increase was not large enough to distinguish from normal survey variation.

The U.S. Bureau of Labor Statistics’ August state report listed Virginia among eight states and the District of Columbia with a significant monthly decline in the jobless rate. The national rate held at 4.1%. Virginia’s rate was numerically lower, although BLS did not classify it as significantly different from the national figure.

Payrolls reached a seasonally adjusted 4,240,300 in August, up from a revised 4,234,700 in July, the BLS series distributed by the Federal Reserve Bank of St. Louis shows. That 5,600-job increase reversed most, but not all, of the 7,100-job decline recorded between June and July. Because Virginia was not among the four states with statistically significant August payroll gains, the prudent reading is stability rather than a definitive acceleration in hiring.

The unemployment series has nevertheless improved for two consecutive months. It declined from 3.8% in June to 3.7% in July and 3.6% in August, according to the current BLS-based series. August figures are preliminary and can be revised as additional employer and household information becomes available.

The two measures answer different questions. As BLS explains in its technical note, unemployment is estimated largely from household information and assigns people by where they live. Payroll employment comes from an establishment survey and counts jobs where workplaces are located. A person holding two payroll jobs can be counted twice in the establishment data, while the household measure counts people. That is why a lower jobless rate and a modest payroll gain should not be treated as a single, interchangeable statistic.

Longer-term conditions remain less settled than the August headline suggests. The University of Virginia’s Weldon Cooper Center forecast published August 31 expects modest state economic growth in 2026 but describes the recovery as weak. Its economists said employment weakness is spread across sectors and warned that a moderate unemployment trend can conceal contraction in the labor force—people leaving work or stopping an active job search do not remain in the unemployment-rate denominator.

For job seekers, employers and state budget planners, the practical takeaway is to follow both series rather than rely on the rate alone. August brought a measurable improvement in unemployment and a numerical payroll increase, but not yet broad statistical evidence of a hiring surge. The next state employment report, covering September, is scheduled for October 20. Until then, the clearest conclusion is that Virginia’s labor market stabilized in August while questions about participation and the durability of job growth remain.