diff --git a/buildSrc/src/main/java/org/springframework/boot/build/ConventionsPlugin.java b/buildSrc/src/main/java/org/springframework/boot/build/ConventionsPlugin.java
index 3aef095deca..e6c02690e72 100644
--- a/buildSrc/src/main/java/org/springframework/boot/build/ConventionsPlugin.java
+++ b/buildSrc/src/main/java/org/springframework/boot/build/ConventionsPlugin.java
@@ -47,7 +47,6 @@ public class ConventionsPlugin implements Plugin<Project> {
 		new MavenPublishingConventions().apply(project);
 		new AsciidoctorConventions().apply(project);
 		new KotlinConventions().apply(project);
-		new EclipseConventions().apply(project);
 	}
 
 }
diff --git a/buildSrc/src/main/java/org/springframework/boot/build/EclipseConventions.java b/buildSrc/src/main/java/org/springframework/boot/build/EclipseConventions.java
deleted file mode 100644
index 68258a3bab1..00000000000
--- a/buildSrc/src/main/java/org/springframework/boot/build/EclipseConventions.java
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * Copyright 2012-2021 the original author or authors.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *      https://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.springframework.boot.build;
-
-import org.gradle.api.Project;
-import org.gradle.api.plugins.JavaBasePlugin;
-import org.gradle.plugins.ide.eclipse.EclipsePlugin;
-import org.gradle.plugins.ide.eclipse.model.EclipseModel;
-
-/**
- * Conventions that are applied in the presence of the {@link JavaBasePlugin} in order to
- * correctly configure Eclipse.
- *
- * @author Phillip Webb
- */
-class EclipseConventions {
-
-	void apply(Project project) {
-		project.getPlugins().withType(JavaBasePlugin.class, (java) -> {
-			project.getPlugins().apply(EclipsePlugin.class);
-			EclipseModel eclipse = project.getExtensions().getByType(EclipseModel.class);
-			eclipse.getJdt().setJavaRuntimeName("JavaSE-1.8");
-		});
-	}
-
-}
diff --git a/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java b/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
index 12058ca9368..9c019d79d1a 100644
--- a/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
+++ b/buildSrc/src/main/java/org/springframework/boot/build/JavaConventions.java
@@ -43,6 +43,7 @@ import org.gradle.api.artifacts.Dependency;
 import org.gradle.api.artifacts.DependencySet;
 import org.gradle.api.plugins.JavaBasePlugin;
 import org.gradle.api.plugins.JavaPlugin;
+import org.gradle.api.plugins.JavaPluginExtension;
 import org.gradle.api.plugins.quality.Checkstyle;
 import org.gradle.api.plugins.quality.CheckstyleExtension;
 import org.gradle.api.plugins.quality.CheckstylePlugin;
@@ -64,6 +65,7 @@ import org.springframework.boot.build.toolchain.ToolchainPlugin;
  * plugin is applied:
  *
  * <ul>
+ * <li>The project is configered with source and target compatibility of 1.8
  * <li>{@link SpringJavaFormatPlugin Spring Java Format}, {@link CheckstylePlugin
  * Checkstyle}, {@link TestFailuresPlugin Test Failures}, and {@link TestRetryPlugin Test
  * Retry} plugins are applied
@@ -78,11 +80,7 @@ import org.springframework.boot.build.toolchain.ToolchainPlugin;
  * {@link JavaPlugin} applied
  * <li>{@link JavaCompile}, {@link Javadoc}, and {@link FormatTask} tasks are configured
  * to use UTF-8 encoding
- * <li>{@link JavaCompile} tasks are configured:
- * <ul>
- * <li>to use {@code -parameters}
- * <li>with source and target compatibility of 1.8
- * </ul>
+ * <li>{@link JavaCompile} tasks are configured to use {@code -parameters}.
  * <li>When building with Java 8, {@link JavaCompile} tasks are also configured to:
  * <ul>
  * <li>Treat warnings as errors
@@ -116,7 +114,7 @@ class JavaConventions {
 		project.getPlugins().withType(JavaBasePlugin.class, (java) -> {
 			project.getPlugins().apply(TestFailuresPlugin.class);
 			configureSpringJavaFormat(project);
-			configureJavaCompileConventions(project);
+			configureJavaConventions(project);
 			configureJavadocConventions(project);
 			configureTestConventions(project);
 			configureJarManifestConventions(project);
@@ -199,7 +197,9 @@ class JavaConventions {
 		project.getTasks().withType(Javadoc.class, (javadoc) -> javadoc.getOptions().source("1.8").encoding("UTF-8"));
 	}
 
-	private void configureJavaCompileConventions(Project project) {
+	private void configureJavaConventions(Project project) {
+		JavaPluginExtension javaPluginExtension = project.getExtensions().getByType(JavaPluginExtension.class);
+		javaPluginExtension.setSourceCompatibility(JavaVersion.toVersion(SOURCE_AND_TARGET_COMPATIBILITY));
 		project.getTasks().withType(JavaCompile.class, (compile) -> {
 			compile.getOptions().setEncoding("UTF-8");
 			compile.setSourceCompatibility(SOURCE_AND_TARGET_COMPATIBILITY);