diff --git a/CHANGELOG.md b/CHANGELOG.md
index 312cee9ad..03a2ffecc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -44,6 +44,7 @@
 - [#1623](https://github.com/influxdata/kapacitor/issues/1623): Fix k8s incluster master api dns resolution
 - [#1630](https://github.com/influxdata/kapacitor/issues/1630): Remove the pidfile after the server has exited.
 - [#1641](https://github.com/influxdata/kapacitor/issues/1641): Logs API writes multiple http headers.
+- [#1657](https://github.com/influxdata/kapacitor/issues/1657): Fix missing dependency in rpm package.
 
 ## v1.3.3 [2017-08-11]
 
diff --git a/build.py b/build.py
index 1065c20a8..674c9712e 100755
--- a/build.py
+++ b/build.py
@@ -748,7 +748,7 @@ def package(build_output, pkg_name, version, nightly=False, iteration=1, static=
                             package_build_root,
                             current_location)
                         if package_type == "rpm":
-                            fpm_command += "--depends coreutils --rpm-posttrans {}".format(POSTINST_SCRIPT)
+                            fpm_command += "--depends coreutils --depends shadow-utils --rpm-posttrans {}".format(POSTINST_SCRIPT)
                         out = run(fpm_command, shell=True)
                         matches = re.search(':path=>"(.*)"', out)
                         outfile = None