diff --git a/assembly/pom.xml b/assembly/pom.xml
index 31a01e4d8e1de..bfef95b8deb95 100644
--- a/assembly/pom.xml
+++ b/assembly/pom.xml
@@ -197,6 +197,12 @@
           <artifactId>spark-hive_${scala.binary.version}</artifactId>
           <version>${project.version}</version>
         </dependency>
+      </dependencies>
+    </profile>
+    <profile>
+      <!-- TODO: Move this to "hive" profile once 0.13 JDBC is supported -->
+      <id>hive-0.12.0</id>
+      <dependencies>
         <dependency>
           <groupId>org.apache.spark</groupId>
           <artifactId>spark-hive-thriftserver_${scala.binary.version}</artifactId>
diff --git a/pom.xml b/pom.xml
index 04da8c586f124..f2990bc8cbb6b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -127,6 +127,11 @@
     <hbase.version>0.94.6</hbase.version>
     <flume.version>1.4.0</flume.version>
     <zookeeper.version>3.4.5</zookeeper.version>
+    <!-- Version used in Maven Hive dependency -->
+    <hive.version>0.13.1</hive.version>
+    <!-- Version used for internal directory structure -->
+    <hive.version.short>0.13.1</hive.version.short>
+    <derby.version>10.10.1.1</derby.version>
     <parquet.version>1.4.3</parquet.version>
     <jblas.version>1.2.3</jblas.version>
     <jetty.version>8.1.14.v20131031</jetty.version>
@@ -887,9 +892,9 @@
                  by Spark SQL for code generation. -->
             <compilerPlugins>
               <compilerPlugin>
-                  <groupId>org.scalamacros</groupId>
-                  <artifactId>paradise_${scala.version}</artifactId>
-                  <version>${scala.macros.version}</version>
+                <groupId>org.scalamacros</groupId>
+                <artifactId>paradise_${scala.version}</artifactId>
+                <version>${scala.macros.version}</version>
               </compilerPlugin>
             </compilerPlugins>
           </configuration>
@@ -1272,34 +1277,28 @@
       </dependencies>
     </profile>
     <profile>
-      <id>hive-default</id>
+      <id>hive-0.12.0</id>
       <activation>
-        <property>
-          <name>!hive.version</name>
-        </property>
+        <activeByDefault>false</activeByDefault>
       </activation>
+      <!-- TODO: Move this to "hive" profile once 0.13 JDBC is supported -->
+      <modules>
+        <module>sql/hive-thriftserver</module>
+      </modules>
       <properties>
         <hive.version>0.12.0-protobuf-2.5</hive.version>
+        <hive.version.short>0.12.0</hive.version.short>
         <derby.version>10.4.2.0</derby.version>
       </properties>
     </profile>
     <profile>
-      <id>hive</id>
+      <id>hive-0.13.1</id>
       <activation>
         <activeByDefault>false</activeByDefault>
       </activation>
-      <modules>
-        <module>sql/hive-thriftserver</module>
-      </modules>
-    </profile>
-    <profile>
-      <id>hive-versions</id>
-      <activation>
-        <property>
-          <name>hive.version</name>
-        </property>
-      </activation>
       <properties>
+        <hive.version>0.13.1</hive.version>
+        <hive.version.short>0.13.1</hive.version.short>
         <derby.version>10.10.1.1</derby.version>
       </properties>
     </profile>
diff --git a/sql/hive-thriftserver/pom.xml b/sql/hive-thriftserver/pom.xml
index 32721c14b931d..389ddbbb70d6d 100644
--- a/sql/hive-thriftserver/pom.xml
+++ b/sql/hive-thriftserver/pom.xml
@@ -46,142 +46,23 @@
       <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
+    <dependency>
+      <groupId>org.spark-project.hive</groupId>
+      <artifactId>hive-cli</artifactId>
+      <version>${hive.version}</version>
+    </dependency>
+    <dependency>
+      <groupId>org.spark-project.hive</groupId>
+      <artifactId>hive-jdbc</artifactId>
+      <version>${hive.version}</version>
+    </dependency>
+    <dependency>
+      <groupId>org.spark-project.hive</groupId>
+      <artifactId>hive-beeline</artifactId>
+      <version>${hive.version}</version>
+    </dependency>
   </dependencies>
 
-  <profiles>
-    <profile>
-      <id>hive-default</id>
-      <activation>
-        <property>
-          <name>!hive.version</name>
-        </property>
-      </activation>
-      <dependencies>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-cli</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-jdbc</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-beeline</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-        </dependencies>
-        <build>
-          <plugins>
-            <plugin>
-              <groupId>org.codehaus.mojo</groupId>
-              <artifactId>build-helper-maven-plugin</artifactId>
-              <executions>
-                <execution>
-                  <id>add-default-sources</id>
-                  <phase>generate-sources</phase>
-                  <goals>
-                    <goal>add-source</goal>
-                  </goals>
-                  <configuration>
-                    <sources>
-                      <source>v${hive.version}/src/main/scala</source>
-                    </sources>
-                  </configuration>
-                </execution>
-              </executions>
-            </plugin>
-          </plugins>
-        </build>
-    </profile>
-    <profile>
-      <id>hive</id>
-      <build>
-        <plugins>
-          <plugin>
-            <groupId>org.codehaus.mojo</groupId>
-            <artifactId>build-helper-maven-plugin</artifactId>
-            <executions>
-              <execution>
-                <id>add-scala-test-sources</id>
-                <phase>generate-test-sources</phase>
-                <goals>
-                  <goal>add-test-source</goal>
-                </goals>
-                <configuration>
-                  <sources>
-                    <source>src/test/scala</source>
-                  </sources>
-                </configuration>
-              </execution>
-            </executions>
-          </plugin>
-        </plugins>
-      </build>
-    </profile>
-    <profile>
-      <id>hive-versions</id>
-      <activation>
-        <property>
-          <name>hive.version</name>
-        </property>
-      </activation>
-      <dependencies>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-cli</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-jdbc</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-        <dependency>
-          <groupId>org.spark-project.hive</groupId>
-          <artifactId>hive-beeline</artifactId>
-          <version>${hive.version}</version>
-        </dependency>
-      </dependencies>
-      <build>
-        <plugins>
-          <plugin>
-            <groupId>org.codehaus.mojo</groupId>
-            <artifactId>build-helper-maven-plugin</artifactId>
-            <executions>
-              <execution>
-                <id>add-v13-sources</id>
-                <phase>generate-sources</phase>
-                <goals>
-                  <goal>add-source</goal>
-                </goals>
-                <configuration>
-                  <sources>
-                    <source>v${hive.version}/src/main/scala</source>
-                  </sources>
-                </configuration>
-              </execution>
-              <execution>
-                <id>add-scala-test-sources</id>
-                <phase>generate-test-sources</phase>
-                <goals>
-                  <goal>add-test-source</goal>
-                </goals>
-                <configuration>
-                  <sources>
-                    <source>src/test/scala</source>
-                  </sources>
-                </configuration>
-              </execution>
-            </executions>
-          </plugin>
-        </plugins>
-      </build>
-    </profile>
-  </profiles>
-
   <build>
     <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
     <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
@@ -190,6 +71,24 @@
         <groupId>org.scalatest</groupId>
         <artifactId>scalatest-maven-plugin</artifactId>
       </plugin>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>build-helper-maven-plugin</artifactId>
+        <executions>
+          <execution>
+            <id>add-default-sources</id>
+            <phase>generate-sources</phase>
+            <goals>
+              <goal>add-source</goal>
+            </goals>
+            <configuration>
+              <sources>
+                <source>v${hive.version.short}/src/main/scala</source>
+              </sources>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
         <artifactId>maven-deploy-plugin</artifactId>