diff --git a/core/pom.xml b/core/pom.xml
index 49b1a54e32598..1cd1ad9725d7c 100644
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -33,6 +33,10 @@
   <name>Spark Project Core</name>
   <url>http://spark.apache.org/</url>
   <dependencies>
+    <dependency>
+      <groupId>com.thoughtworks.paranamer</groupId>
+      <artifactId>paranamer</artifactId>
+    </dependency>
     <dependency>
       <groupId>org.apache.avro</groupId>
       <artifactId>avro</artifactId>
diff --git a/pom.xml b/pom.xml
index 245344a826935..de14d6add84ea 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1949,6 +1949,7 @@
         <groupId>com.thoughtworks.paranamer</groupId>
         <artifactId>paranamer</artifactId>
         <version>${paranamer.version}</version>
+        <scope>runtime</scope>
       </dependency>
       <dependency>
         <groupId>org.apache.arrow</groupId>