diff --git a/reviewboard/settings.py b/reviewboard/settings.py
index 9bb735fa50fabc78a033fbaa5442d7d3d5920155..bc8b479e444b5d8b33c246db592cebc766b20b33 100644
--- a/reviewboard/settings.py
+++ b/reviewboard/settings.py
@@ -477,7 +477,7 @@ PIPELINE_CSS = {
 
 BLESS_IMPORT_PATHS = ('rb/css/',)
 PIPELINE_CSS_COMPRESSOR = None
-PIPELINE_JS_COMPRESSOR = 'pipeline.compressors.jsmin.JSMinCompressor'
+PIPELINE_JS_COMPRESSOR = 'pipeline.compressors.slimit.SlimItCompressor'
 
 # On production (site-installed) builds, we always want to use the pre-compiled
 # versions. We want this regardless of the DEBUG setting (since they may
diff --git a/setup.py b/setup.py
index 1cd625c49a0db9491f03682a038ca82a6e78c0c1..6b02e8b570860fb850afc1bb34696188921364d8 100755
--- a/setup.py
+++ b/setup.py
@@ -171,6 +171,7 @@ setup(name=PACKAGE_NAME,
           'django_evolution>=0.6.9',
           'Djblets>=0.7.15,<0.7.16',
           'django-pipeline>=1.2.24,<1.3',
+          'slimit>=0.7.4',
           'docutils',
           markdown_requirement,
           'mimeparse>=0.1.3',