diff --git a/integration/scripts/files/elements/ubuntu-mongodb/pre-install.d/10-mongodb-apt-key b/integration/scripts/files/elements/ubuntu-mongodb/pre-install.d/10-mongodb-apt-key
index 43ed1b0686..06aba97876 100755
--- a/integration/scripts/files/elements/ubuntu-mongodb/pre-install.d/10-mongodb-apt-key
+++ b/integration/scripts/files/elements/ubuntu-mongodb/pre-install.d/10-mongodb-apt-key
@@ -5,7 +5,7 @@ set -o xtrace
 
 [ -n "${RELEASE}" ] || die "RELEASE must be set to either trusty or xenial"
 
-apt-get --allow-unauthenticated -y install software-properties-common
+apt-get --allow-unauthenticated -y install software-properties-common python3-pip
 
 get_key_robust EA312927
 
diff --git a/integration/scripts/files/elements/ubuntu-trusty-mongodb/install.d/25-trove-mongo-dep b/integration/scripts/files/elements/ubuntu-trusty-mongodb/install.d/25-trove-mongo-dep
index a8b3ddc022..c0488bd0a5 100755
--- a/integration/scripts/files/elements/ubuntu-trusty-mongodb/install.d/25-trove-mongo-dep
+++ b/integration/scripts/files/elements/ubuntu-trusty-mongodb/install.d/25-trove-mongo-dep
@@ -6,4 +6,4 @@
 set -e
 set -o xtrace
 
-pip2 install pymongo>=3.0.2,!=3.1
+pip3 install pymongo>=3.0.2,!=3.1
diff --git a/integration/scripts/files/elements/ubuntu-xenial-mongodb/install.d/25-trove-mongo-dep b/integration/scripts/files/elements/ubuntu-xenial-mongodb/install.d/25-trove-mongo-dep
index a8b3ddc022..c0488bd0a5 100755
--- a/integration/scripts/files/elements/ubuntu-xenial-mongodb/install.d/25-trove-mongo-dep
+++ b/integration/scripts/files/elements/ubuntu-xenial-mongodb/install.d/25-trove-mongo-dep
@@ -6,4 +6,4 @@
 set -e
 set -o xtrace
 
-pip2 install pymongo>=3.0.2,!=3.1
+pip3 install pymongo>=3.0.2,!=3.1