diff --git a/cmake/dependencies.cmake b/cmake/dependencies.cmake
index f548332ebd8..2afab8acfe8 100644
--- a/cmake/dependencies.cmake
+++ b/cmake/dependencies.cmake
@@ -96,6 +96,7 @@ function(ov_download_tbb)
 
     if(WIN32 AND X86_64)
         # TODO: add target_path to be platform specific as well, to avoid following if
+        # build oneTBB 2021.2.1 with Visual Studio 2019 (MSVC 14.21)
         RESOLVE_DEPENDENCY(TBB
                 ARCHIVE_WIN "oneapi-tbb-2021.2.1-win.zip"
                 TARGET_PATH "${TEMP}/tbb"
@@ -108,7 +109,8 @@ function(ov_download_tbb)
                 TARGET_PATH "${TEMP}/tbb"
                 ENVIRONMENT "TBBROOT"
                 SHA256 "f42d084224cc2d643314bd483ad180b081774608844000f132859fca3e9bf0ce")
-    elseif(LINUX AND X86_64)
+    elseif(LINUX AND X86_64 AND OV_GLIBC_VERSION VERSION_GREATER_EQUAL 2.17)
+        # build oneTBB 2021.2.1 with gcc 4.8 (glibc 2.17)
         RESOLVE_DEPENDENCY(TBB
                 ARCHIVE_LIN "oneapi-tbb-2021.2.1-lin.tgz"
                 TARGET_PATH "${TEMP}/tbb"
@@ -122,12 +124,37 @@ function(ov_download_tbb)
                 ENVIRONMENT "TBBROOT"
                 SHA256 "321261ff2eda6d4568a473cb883262bce77a93dac599f7bd65d2918bdee4d75b")
     elseif(APPLE AND X86_64)
+        # build oneTBB 2021.2.1 with OS version 11.4
         RESOLVE_DEPENDENCY(TBB
                 ARCHIVE_MAC "oneapi-tbb-2021.2.1-mac.tgz"
                 TARGET_PATH "${TEMP}/tbb"
                 ENVIRONMENT "TBBROOT"
                 SHA256 "c57ce4b97116cd3093c33e6dcc147fb1bbb9678d0ee6c61a506b2bfe773232cb"
                 USE_NEW_LOCATION TRUE)
+    elseif(WIN32 AND AARCH64)
+        # build oneTBB 2021.2.1 with Visual Studio 2022 (MSVC 14.35)
+        RESOLVE_DEPENDENCY(TBB
+                ARCHIVE_WIN "oneapi-tbb-2021.2.1-win-arm64.zip"
+                TARGET_PATH "${TEMP}/tbb"
+                ENVIRONMENT "TBBROOT"
+                SHA256 "09fe7f5e7be589aa34ccd20fdfd7cad9e0afa89d1e74ecdb008a75d0af71d6e1"
+                USE_NEW_LOCATION TRUE)
+    elseif(LINUX AND AARCH64 AND OV_GLIBC_VERSION VERSION_GREATER_EQUAL 2.17)
+        # build oneTBB 2021.2.1 with gcc 4.8 (glibc 2.17)
+        RESOLVE_DEPENDENCY(TBB
+                ARCHIVE_LIN "oneapi-tbb-2021.2.1-lin-arm64.tgz"
+                TARGET_PATH "${TEMP}/tbb"
+                ENVIRONMENT "TBBROOT"
+                SHA256 "6b87194a845aa9314f3785d842e250d934e545eccc4636655c7b27c98c302c0c"
+                USE_NEW_LOCATION TRUE)
+    elseif(APPLE AND AARCH64)
+        # build oneTBB 2021.2.1 with export MACOSX_DEPLOYMENT_TARGET=11.0
+        RESOLVE_DEPENDENCY(TBB
+                ARCHIVE_MAC "oneapi-tbb-2021.2.1-mac-arm64.tgz"
+                TARGET_PATH "${TEMP}/tbb"
+                ENVIRONMENT "TBBROOT"
+                SHA256 "15d46ef19501e4315a5498af59af873dbf8180e9a3ea55253ccf7f0c0bb6f940"
+                USE_NEW_LOCATION TRUE)
     else()
         message(WARNING "Prebuilt TBB is not available on current platform")
     endif()
diff --git a/src/bindings/python/wheel/setup.py b/src/bindings/python/wheel/setup.py
index 4e00f245868..87d6bb0f47f 100644
--- a/src/bindings/python/wheel/setup.py
+++ b/src/bindings/python/wheel/setup.py
@@ -290,6 +290,11 @@ class PrepareLibs(build_clib):
                 install_dir = os.path.join(install_prefix, install_dir)
             # set rpath if applicable
             if sys.platform != "win32" and comp_data.get("rpath"):
+                # after tbb libraries on mac arm64 are signed, setting rpath for them will report error:
+                # LC_SEGMENT_64 command 3 fileoff field plus filesize field extends past the end of the file
+                if comp == "tbb_libs" and ARCH == "arm64" and sys.platform == "darwin":
+                    continue
+
                 for path in filter(
                     lambda x: any(item in ([".so"] if sys.platform == "linux" else [".dylib", ".so"])
                                   for item in x.suffixes), Path(install_dir).glob("*"),