diff --git a/CMakeLists.txt b/CMakeLists.txt
index a300feae031..471ee04dd41 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -288,11 +288,17 @@ endif()
 option(WITH_OPENMP "Build with parallelization using OpenMP" TRUE)
 if(WITH_OPENMP)
   if(APPLE)
-    set(OpenMP_C_FLAGS "-Xpreprocessor -fopenmp -I/usr/local/opt/libomp/include")
-    set(OpenMP_C_LIB_NAMES "omp")
-    set(OpenMP_CXX_FLAGS "${OpenMP_C_FLAGS}")
-    set(OpenMP_CXX_LIB_NAMES "${OpenMP_C_LIB_NAMES}")
-    set(OpenMP_omp_LIBRARY "/usr/local/opt/libomp/lib/libomp.dylib")
+    # libomp 15.0+ from brew is keg-only,
+    # because it can override GCC headers and result in broken builds,
+    # so have to search in other locations.
+    execute_process(COMMAND brew --prefix libomp
+                            OUTPUT_VARIABLE HOMEBREW_LIBOMP_PREFIX
+                            OUTPUT_STRIP_TRAILING_WHITESPACE)
+    set(OpenMP_C_FLAGS "-Xpreprocessor -fopenmp -I${HOMEBREW_LIBOMP_PREFIX}/include")
+    set(OpenMP_CXX_FLAGS "-Xpreprocessor -fopenmp -I${HOMEBREW_LIBOMP_PREFIX}/include")
+    set(OpenMP_C_LIB_NAMES omp)
+    set(OpenMP_CXX_LIB_NAMES omp)
+    set(OpenMP_omp_LIBRARY ${HOMEBREW_LIBOMP_PREFIX}/lib/libomp.dylib)
   endif()
   find_package(OpenMP COMPONENTS C CXX)
 endif()