diff --git a/install_build_dependencies.sh b/install_build_dependencies.sh
index 5ee32c75844..8d81c82dd53 100755
--- a/install_build_dependencies.sh
+++ b/install_build_dependencies.sh
@@ -120,8 +120,8 @@ elif [ -f /etc/redhat-release ]; then
             git \
             git-lfs \
             boost-devel \
-            python3-pip \
-            python3-devel \
+            python-pip \
+            python-devel \
             libtool \
             tbb-devel \
             pugixml-devel \
@@ -134,6 +134,7 @@ elif [ -f /etc/redhat-release ]; then
             file \
             zlib-devel \
             gflags-devel \
+            python3-pip \
             libva-devel
 elif [ -f /etc/os-release ] && grep -q "raspbian" /etc/os-release; then
     # Raspbian
diff --git a/src/cmake/ie_parallel.cmake b/src/cmake/ie_parallel.cmake
index e984b3bbf73..e480365fdac 100644
--- a/src/cmake/ie_parallel.cmake
+++ b/src/cmake/ie_parallel.cmake
@@ -45,6 +45,7 @@ macro(ov_find_package_tbb)
             # don't set NO_CMAKE_PATH to allow -DTBB_DIR=XXX
             # don't set NO_CMAKE_ENVIRONMENT_PATH to allow env TBB_DIR=XXX
             set(_find_package_no_args NO_PACKAGE_ROOT_PATH
+                                      NO_CMAKE_ENVIRONMENT_PATH
                                       NO_SYSTEM_ENVIRONMENT_PATH
                                       NO_CMAKE_PACKAGE_REGISTRY
                                       NO_CMAKE_SYSTEM_PATH
@@ -111,7 +112,7 @@ macro(ov_find_package_tbb)
 
             if(NOT TBB_FOUND)
                 # system TBB failed to be found
-                set(ENABLE_SYSTEM_TBB OFF CACHE BOOL "" FORCE)
+                set(ENABLE_SYSTEM_TBB OFF)
 
                 # TBB on system is not found, download prebuilt one
                 # if TBBROOT env variable is not defined
diff --git a/src/cmake/install_tbb.cmake b/src/cmake/install_tbb.cmake
index 3bd7f4c3ea6..d34add87d88 100644
--- a/src/cmake/install_tbb.cmake
+++ b/src/cmake/install_tbb.cmake
@@ -99,6 +99,7 @@ if(THREADING MATCHES "^(TBB|TBB_AUTO)$" AND
     if(ENABLE_SYSTEM_TBB)
         # TODO: what's about tbbbind for cases U22 with >= TBB 20221
         # it seems that oneTBB from U22 distro does not contains tbbbind library
+        # the same situation for conda-forge distribution of TBB / oneTBB
 
         # for system libraries we still need to install TBB libraries
         # so, need to take locations of actual libraries and install them