diff --git a/error-prone-contrib/pom.xml b/error-prone-contrib/pom.xml
index cd4016dfe8..d04e1b5ef5 100644
--- a/error-prone-contrib/pom.xml
+++ b/error-prone-contrib/pom.xml
@@ -181,6 +181,11 @@
             <artifactId>mongodb-driver-core</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>org.reactivestreams</groupId>
             <artifactId>reactive-streams</artifactId>
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/DirectReturn.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/DirectReturn.java
index 212d0b1245..98799bec80 100644
--- a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/DirectReturn.java
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/DirectReturn.java
@@ -12,6 +12,7 @@
 import static com.google.errorprone.matchers.Matchers.staticMethod;
 import static com.google.errorprone.matchers.Matchers.toType;
 import static tech.picnic.errorprone.bugpatterns.util.Documentation.BUG_PATTERNS_BASE_URL;
+import static tech.picnic.errorprone.bugpatterns.util.MoreMatchers.HAS_LOMBOK_DATA;
 
 import com.google.auto.service.AutoService;
 import com.google.common.collect.Streams;
@@ -25,6 +26,7 @@
 import com.google.errorprone.util.ASTHelpers;
 import com.sun.source.tree.AssignmentTree;
 import com.sun.source.tree.BlockTree;
+import com.sun.source.tree.ClassTree;
 import com.sun.source.tree.ExpressionStatementTree;
 import com.sun.source.tree.ExpressionTree;
 import com.sun.source.tree.IdentifierTree;
@@ -67,7 +69,8 @@ public DirectReturn() {}
   @Override
   public Description matchBlock(BlockTree tree, VisitorState state) {
     List<? extends StatementTree> statements = tree.getStatements();
-    if (statements.size() < 2) {
+    ClassTree enclosingClass = ASTHelpers.findEnclosingNode(state.getPath(), ClassTree.class);
+    if (statements.size() < 2 || HAS_LOMBOK_DATA.matches(enclosingClass, state)) {
       return Description.NO_MATCH;
     }
 
diff --git a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchers.java b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchers.java
index eaa683c650..77bb015594 100644
--- a/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchers.java
+++ b/error-prone-contrib/src/main/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchers.java
@@ -7,6 +7,7 @@
 import com.google.errorprone.matchers.Matchers;
 import com.google.errorprone.suppliers.Supplier;
 import com.sun.source.tree.AnnotationTree;
+import com.sun.source.tree.ClassTree;
 import com.sun.source.tree.Tree;
 import com.sun.tools.javac.code.Type;
 
@@ -16,6 +17,9 @@
  * <p>These methods are additions to the ones found in {@link Matchers}.
  */
 public final class MoreMatchers {
+  /** Matches classes annotated with Lombok's `@Data` annotation. */
+  public static final Matcher<ClassTree> HAS_LOMBOK_DATA = Matchers.hasAnnotation("lombok.Data");
+
   private MoreMatchers() {}
 
   /**
diff --git a/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/DirectReturnTest.java b/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/DirectReturnTest.java
index 42e1889414..1d8c5fe8cc 100644
--- a/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/DirectReturnTest.java
+++ b/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/DirectReturnTest.java
@@ -223,4 +223,19 @@ void replacement() {
             "}")
         .doTest(TestMode.TEXT_MATCH);
   }
+
+  @Test
+  void ignoreClassesAnnotatedWithLombokData() {
+    CompilationTestHelper.newInstance(DirectReturn.class, getClass())
+        .setArgs("-processor", "lombok.launch.AnnotationProcessorHider$AnnotationProcessor")
+        .addSourceLines(
+            "A.java",
+            "import lombok.Data;",
+            "",
+            "@Data",
+            "class A {",
+            "  private String field;",
+            "}")
+        .doTest();
+  }
 }
diff --git a/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchersTest.java b/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchersTest.java
index faed5900f3..d3bd03b4d7 100644
--- a/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchersTest.java
+++ b/error-prone-contrib/src/test/java/tech/picnic/errorprone/bugpatterns/util/MoreMatchersTest.java
@@ -11,16 +11,40 @@
 import com.google.errorprone.VisitorState;
 import com.google.errorprone.bugpatterns.BugChecker;
 import com.google.errorprone.bugpatterns.BugChecker.AnnotationTreeMatcher;
+import com.google.errorprone.bugpatterns.BugChecker.ClassTreeMatcher;
 import com.google.errorprone.bugpatterns.BugChecker.MethodInvocationTreeMatcher;
 import com.google.errorprone.matchers.Description;
 import com.google.errorprone.matchers.Matcher;
 import com.google.errorprone.suppliers.Supplier;
 import com.sun.source.tree.AnnotationTree;
+import com.sun.source.tree.ClassTree;
 import com.sun.source.tree.MethodInvocationTree;
 import com.sun.source.tree.Tree;
 import org.junit.jupiter.api.Test;
 
 final class MoreMatchersTest {
+  @Test
+  void hasLombokDataAnnotation() {
+    CompilationTestHelper.newInstance(HasLombokDataTestChecker.class, getClass())
+        .addSourceLines(
+            "A.java",
+            "import lombok.Data;",
+            "",
+            "@Data",
+            "// BUG: Diagnostic contains:",
+            "public class A {",
+            "  private String field;",
+            "",
+            "  static class B {}",
+            "",
+            "  @Data",
+            "  // BUG: Diagnostic contains:",
+            "  static class C {}",
+            "}")
+        .addSourceLines("D.java", "public class D {}")
+        .doTest();
+  }
+
   @Test
   void hasMetaAnnotation() {
     CompilationTestHelper.newInstance(HasMetaAnnotationTestChecker.class, getClass())
@@ -104,6 +128,19 @@ void isSubTypeOfBoundTypeUnknown() {
         .doTest();
   }
 
+  /** A {@link BugChecker} that delegates to {@link MoreMatchers#HAS_LOMBOK_DATA}. */
+  @BugPattern(summary = "Interacts with `MoreMatchers` for testing purposes", severity = ERROR)
+  public static final class HasLombokDataTestChecker extends BugChecker
+      implements ClassTreeMatcher {
+    private static final long serialVersionUID = 1L;
+    private static final Matcher<ClassTree> DELEGATE = MoreMatchers.HAS_LOMBOK_DATA;
+
+    @Override
+    public Description matchClass(ClassTree tree, VisitorState state) {
+      return DELEGATE.matches(tree, state) ? describeMatch(tree) : Description.NO_MATCH;
+    }
+  }
+
   /** A {@link BugChecker} that delegates to {@link MoreMatchers#hasMetaAnnotation(String)}. */
   @BugPattern(summary = "Interacts with `MoreMatchers` for testing purposes", severity = ERROR)
   public static final class HasMetaAnnotationTestChecker extends BugChecker
diff --git a/pom.xml b/pom.xml
index f073c04cc1..232d622c4e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -456,6 +456,11 @@
                     </exclusion>
                 </exclusions>
             </dependency>
+            <dependency>
+                <groupId>org.projectlombok</groupId>
+                <artifactId>lombok</artifactId>
+                <version>1.18.28</version>
+            </dependency>
             <dependency>
                 <groupId>org.slf4j</groupId>
                 <artifactId>slf4j-api</artifactId>