diff --git a/tasks/github.rake b/tasks/github.rake
index 03853842dad..eb60f0bf46a 100644
--- a/tasks/github.rake
+++ b/tasks/github.rake
@@ -355,7 +355,20 @@ namespace :github do
     tasks.each do |task|
       env = { 'BUNDLE_GEMFILE' => task['gemfile'] }
       cmd = 'bundle check || bundle install'
-      Bundler.with_unbundled_env { sh(env, cmd) }
+
+      if RUBY_PLATFORM == 'java' && RUBY_ENGINE_VERSION.start_with?('9.2')
+        # For JRuby 9.2, the `bundle install` command failed ocassionally with the NameError.
+        #
+        # Mitigate the flakiness by retrying the command up to 3 times.
+        #
+        # https://github.com/jruby/jruby/issues/7508
+        # https://github.com/jruby/jruby/issues/3656
+        with_retry do
+          Bundler.with_unbundled_env { sh(env, cmd) }
+        end
+      else
+        Bundler.with_unbundled_env { sh(env, cmd) }
+      end
     end
   end
 
@@ -369,5 +382,21 @@ namespace :github do
       Bundler.with_unbundled_env { sh(env, cmd) }
     end
   end
+
+  def with_retry(&block)
+    retries = 0
+    begin
+      yield
+    rescue StandardError => e
+      rake_output_message(
+        "Bundle install failure (Attempt: #{retries + 1}): #{e.class.name}: #{e.message}, \
+        Source:\n#{Array(e.backtrace).join("\n")}"
+      )
+      sleep(2**retries)
+      retries += 1
+      retry if retries < 3
+      raise
+    end
+  end
 end
 # rubocop:enable Metrics/BlockLength