diff --git a/.github/workflows/swift-toolchain.yml b/.github/workflows/swift-toolchain.yml
index aef46969e..d793b6d25 100644
--- a/.github/workflows/swift-toolchain.yml
+++ b/.github/workflows/swift-toolchain.yml
@@ -569,6 +569,9 @@ jobs:
           arch: ${{ matrix.arch }}
 
       - name: Setup sccache
+        # TODO: Android ICU builds are constitently failing due to https://github.com/mozilla/sccache/issues/2092
+        # On GitHub and non-GitHub runner images. Reenable once this issue is resolved.
+        if: matrix.os != 'Android'
         uses: hendrikmuhs/ccache-action@2e0e89e8d74340a03f75d58d02aae4c5ee1b15c6
         with:
           max-size: 100M
@@ -590,10 +593,10 @@ jobs:
                 -D BUILD_DATA=${{ matrix.BUILD_DATA }} `
                 -D CMAKE_BUILD_TYPE=Release `
                 -D CMAKE_C_COMPILER=${{ matrix.cc }} `
-                -D CMAKE_C_COMPILER_LAUNCHER=sccache `
+                -D CMAKE_C_COMPILER_LAUNCHER=${{ matrix.os == 'Windows' && 'sccache' || '' }} `
                 -D CMAKE_C_FLAGS="${{ matrix.cflags }}" `
                 -D CMAKE_CXX_COMPILER=${{ matrix.cxx }} `
-                -D CMAKE_CXX_COMPILER_LAUNCHER=sccache `
+                -D CMAKE_CXX_COMPILER_LAUNCHER=${{ matrix.os == 'Windows' && 'sccache' || '' }} `
                 -D CMAKE_CXX_FLAGS="${{ matrix.cxxflags }}" `
                 -D CMAKE_MT=mt `
                 -D CMAKE_INSTALL_PREFIX=${{ github.workspace }}/BuildRoot/Library/icu-69.1/usr `