diff --git a/.rubocop.yml b/.rubocop.yml
index d3f273e..e21f9d2 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -38,6 +38,7 @@ Metrics/MethodLength:
     - lib/atc/utils/aws_multipart_checksum_utils.rb
     - lib/atc/aws/s3_uploader.rb
     - lib/atc/utils/aws_checksum_utils.rb
+    - lib/atc/gcp/storage_uploader.rb
 
 Rails/Output:
   Exclude:
diff --git a/lib/atc/gcp/storage_uploader.rb b/lib/atc/gcp/storage_uploader.rb
index 2b19ef1..e0c68b1 100644
--- a/lib/atc/gcp/storage_uploader.rb
+++ b/lib/atc/gcp/storage_uploader.rb
@@ -34,11 +34,16 @@ def upload_file(local_file_path, object_key, **options)
                                       calculate_crc32c(local_file_path, verbose: options[:verbose])
 
     puts 'Performing upload...' if options[:verbose]
-    bucket.create_file(
-      local_file_path, object_key,
-      content_type: BestType.mime_type.for_file_name(local_file_path),
-      crc32c: precalculated_whole_file_crc32c, metadata: options[:metadata]
-    )
+
+    Retriable.retriable(
+      on: [Google::Cloud::UnavailableError], tries: 3, base_interval: 0, multiplier: 1, rand_factor: 0
+    ) do
+      bucket.create_file(
+        local_file_path, object_key,
+        content_type: BestType.mime_type.for_file_name(local_file_path),
+        crc32c: precalculated_whole_file_crc32c, metadata: options[:metadata]
+      )
+    end
     true
   rescue Google::Cloud::InvalidArgumentError, Google::Apis::ClientError => e
     wrap_and_re_raise_gcp_storage_client_error(e, local_file_path, object_key)
diff --git a/spec/atc/gcp/storage_uploader_spec.rb b/spec/atc/gcp/storage_uploader_spec.rb
index 1e9fba3..3903e76 100644
--- a/spec/atc/gcp/storage_uploader_spec.rb
+++ b/spec/atc/gcp/storage_uploader_spec.rb
@@ -125,5 +125,18 @@
         end
       end
     end
+
+    context 'retry behavior' do
+      it 'retries when it encounters a Google::Cloud::UnavailableError' do
+        Tempfile.create(['example-file-to-checksum', '.tiff']) do |f|
+          f.write('A')
+          f.flush
+          expect(bucket).to receive(:create_file).exactly(3).times.and_raise(Google::Cloud::UnavailableError)
+          expect {
+            storage_uploader.upload_file(f.path, object_key, metadata: { 'metadata-key' => 'metadata-value' })
+          }.to raise_error(Google::Cloud::UnavailableError)
+        end
+      end
+    end
   end
 end