diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 00000000000..d84e1dadb82
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,54 @@
+version: 2
+jobs:
+  build:
+    docker:
+      - image: circleci/python:2.7
+    working_directory: ~/
+    resource_class: large
+    branches:
+      ignore:
+        - gh-pages
+        - dashboard
+        - hooks
+    environment:
+      CTEST_DASHBOARD_ROOT: /home/circleci
+      CTEST_SOURCE_DIRECTORY: /home/circleci/ITK
+      CTEST_BINARY_DIRECTORY: /home/circleci/ITK-build
+      DASHBOARD_BRANCH_DIRECTORY: /home/circleci/ITK-dashboard
+      ExternalData_OBJECT_STORES: /home/circleci/.ExternalData
+    steps:
+      - store_test_results:
+          path: /tmp/test-results
+      - checkout:
+          path : ~/ITK
+      - run:
+          name: Cloning dashboard branch
+          command: |
+            git clone --single-branch https://github.com/blowekamp/ITK.git -b dashboard ${DASHBOARD_BRANCH_DIRECTORY}
+      - run:
+          name: Dependencies
+          command: |
+            sudo apt-get install -y  rsync ninja-build
+            sudo pip install --upgrade pip
+            sudo pip install scikit-ci-addons
+            ci_addons circle/install_cmake.py 3.7.2
+      - run: echo 'export DASHBOARD_MODEL=$( [[ "$CIRCLE_BRANCH" = "master" ]] && echo Continuous || echo Experimental )' >> $BASH_ENV
+      - run:
+          name: Build and Testing with CTest
+          environment:
+            ITK_GLOBAL_DEFAULT_NUMBER_OF_THREAD: 2
+            CTEST_OUTPUT_ON_FAILURE: 1
+            CTEST_CONFIGURATION_TYPE: "Release"
+            CTEST_BUILD_FLAGS: "-j 5"
+            PARALLEL_LEVEL: 4
+            CTEST_CMAKE_GENERATOR: "Ninja"
+          command: |
+            mkdir -p ${CTEST_BINARY_DIRECTORY}
+            ctest -V -Ddashboard_no_clean:BOOL=1 -S "${DASHBOARD_BRANCH_DIRECTORY}/circleci.cmake"
+      - run:
+          name: Formatting CTest for JUnit
+          when: always
+          command: |
+            env
+            mkdir -p /tmp/test-results/CTest
+            ci_addons ctest_junit_formatter ${CTEST_BINARY_DIRECTORY} > /tmp/test-results/CTest/JUnit-${CIRCLE_NODE_INDEX}.xml
diff --git a/circle.yml b/circle.yml
deleted file mode 100644
index f79217d327e..00000000000
--- a/circle.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-general:
-  branches:
-    ignore:
-      - gh-pages
-      - dashboard
-      - hooks
-
-machine:
-    environment:
-        CTEST_DASHBOARD_ROOT: ${HOME}
-        CTEST_SOURCE_DIRECTORY: ${HOME}/ITK
-        CTEST_BINARY_DIRECTORY: ${HOME}/ITK-build
-        DASHBOARD_BRANCH_DIRECTORY: ${HOME}/ITK-dashboard
-        ITK_DATA_TAR: InsightData-4.11.0.tar.gz
-        ITK_DATA_TAR_URL: "https://sourceforge.net/projects/itk/files/itk/4.11/${ITK_DATA_TAR}"
-        ExternalData_OBJECT_STORES: ${HOME}/.ExternalData
-        DISTCC_TCP_CORK: "0"
-        DISTCC_DIR: ${HOME}/.distcc
-        DISTCC_SLOTS: 3
-        CC: "gcc"
-        CXX: "g++"
-    post:
-        - env
-        - sudo apt-get install distcc
-        - sudo sed -i.bak s/STARTDISTCC=\"false\"/STARTDISTCC=\"true\"/g /etc/default/distcc && sudo /etc/init.d/distcc start
-        - sudo sed -i "s/false/true/g" /etc/default/sysstat && sudo sed -i "s/[0-9]*-[0-9]*\/[0-9]*/\*\/2/g" /etc/cron.d/sysstat && sudo service sysstat restart
-        - if [ ! -x "$ExternalData_OBJECT_STORES" ]; then wget --progress=bar:force ${ITK_DATA_TAR_URL} && tar -zxf ${ITK_DATA_TAR} --strip-components=1 -C ${HOME} ; fi
-
-dependencies:
-    cache_directories:
-        - "~/.ExternalData"
-    override:
-        - pip install --upgrade pip
-        - pip install scikit-ci-addons
-        - ci_addons circle/install_cmake.py 3.7.2
-        - mkdir -p ${CTEST_BINARY_DIRECTORY}
-        - git clone --single-branch ${CIRCLE_REPOSITORY_URL} -b dashboard ${DASHBOARD_BRANCH_DIRECTORY}
-        - mkdir -p "${DISTCC_DIR}" && printf -- "--randomize localhost/2 --localslots=2\n" > "${DISTCC_DIR}/hosts" && for ((i=1;i<CIRCLE_NODE_TOTAL;i++)); do printf "ubuntu@node$i/${DISTCC_SLOTS}\n" >> "${DISTCC_DIR}/hosts"; done
-        - if [ $CIRCLE_NODE_INDEX -eq 0 ]; then mkdir -p ~/.ssh_tmp && printf -- "Host *\nControlMaster auto\nControlPath ~/.ssh_tmp/master-%%r@%%h:%%p\n" >> ~/.ssh/config ; fi
-
-
-test:
-    override:
-        - ctest -V -Ddashboard_no_clean:BOOL=1 -S "${DASHBOARD_BRANCH_DIRECTORY}/circleci.cmake":
-            timeout: 1200
-            environment:
-                ITK_GLOBAL_DEFAULT_NUMBER_OF_THREAD: 2
-                CTEST_OUTPUT_ON_FAILURE: 1
-                DASHBOARD_MODEL:  $( [[ "$CIRCLE_BRANCH" = "master" ]] && echo Continuous || echo Experimental )
-                CTEST_CONFIGURATION_TYPE: "Release"
-                CTEST_BUILD_FLAGS: "-j $(expr $CIRCLE_NODE_TOTAL \\* 2 + 1)"
-        - mkdir ${CIRCLE_TEST_REPORTS}/CTest
-        - ci_addons ctest_junit_formatter ${CTEST_BINARY_DIRECTORY} > ${CIRCLE_TEST_REPORTS}/CTest/JUnit-${CIRCLE_NODE_INDEX}.xml
-        - sar:
-            parallel: true