Like many other wealthy nations, the United States is experiencing substantial population ageing, particularly among Whites, whose median age is over a decade older than Blacks' and Hispanics'. To date, analyses of this demographic divergence have been limited to national and state levels; we know little about its manifestation at smaller scales. This study introduces three micro‐level measures of the joint distribution of age and race, demonstrating that Whites are older than their non‐White neighbours in most integrated neighbourhoods, with notable variation across regional and local characteristics. Racial age gaps significantly predict subsequent declines in neighbourhoods' White population, indicating that racial change has an under‐studied age dimension. Meanwhile, neighbourhoods with relatively younger Whites are rare, clustered in coastal metros, and linked to gentrification. Drawing on theories of multidimensional heterogeneity, I suggest that local consolidation of age and racial differences may undermine stable integration and reinforce inequality.