diff --git a/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractDatadogSparkListener.java b/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractDatadogSparkListener.java
index 59e142fa3ff..01e37f38c45 100644
--- a/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractDatadogSparkListener.java
+++ b/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractDatadogSparkListener.java
@@ -795,8 +795,8 @@ private <T extends SparkListenerEvent> void notifyOl(Consumer<T> ol, T event) {
       return;
     }
 
-    if (isRunningOnDatabricks || isStreamingJob) {
-      log.debug("Not emitting event when running on databricks or on streaming jobs");
+    if (isStreamingJob) {
+      log.debug("Not emitting event when running streaming jobs");
       return;
     }
     if (openLineageSparkListener != null) {
@@ -1298,12 +1298,10 @@ private static String getSparkServiceName(SparkConf conf, boolean isRunningOnDat
     return sparkAppName;
   }
 
-  private static String getServiceForOpenLineage(SparkConf conf, boolean isRunningOnDatabricks) {
-    // Service for OpenLineage in Databricks is not supported yet
+  private String getServiceForOpenLineage(SparkConf conf, boolean isRunningOnDatabricks) {
     if (isRunningOnDatabricks) {
-      return null;
+      return databricksServiceName;
     }
-
     // Keep service set by user, except if it is only "spark" or "hadoop" that can be set by USM
     String serviceName = Config.get().getServiceName();
     if (Config.get().isServiceNameSetByUser()
diff --git a/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractSparkInstrumentation.java b/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractSparkInstrumentation.java
index 0277e9446f0..80c71a4f64b 100644
--- a/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractSparkInstrumentation.java
+++ b/dd-java-agent/instrumentation/spark/src/main/java/datadog/trace/instrumentation/spark/AbstractSparkInstrumentation.java
@@ -10,7 +10,9 @@
 import datadog.trace.agent.tooling.InstrumenterModule;
 import datadog.trace.api.Config;
 import datadog.trace.bootstrap.InstanceStore;
+import java.lang.reflect.InvocationTargetException;
 import net.bytebuddy.asm.Advice;
+import org.apache.spark.SparkConf;
 import org.apache.spark.deploy.SparkSubmitArguments;
 import org.apache.spark.scheduler.SparkListenerInterface;
 import org.slf4j.Logger;
@@ -128,6 +130,23 @@ public static boolean enter(@Advice.Argument(0) SparkListenerInterface listener)
           && "io.openlineage.spark.agent.OpenLineageSparkListener"
               .equals(listener.getClass().getCanonicalName())) {
         log.debug("Detected OpenLineage listener, skipping adding it to ListenerBus");
+
+        // Spark config does not get captured on databricks env, possibly bcz of other listener's
+        // constructor used.
+        // Reflection is used here to get the config.
+        try {
+          log.debug("Getting OpenLineage conf from the listener");
+          Object openLineageConf = listener.getClass().getMethod("getConf").invoke(listener);
+          if (openLineageConf != null) {
+            InstanceStore.of(SparkConf.class)
+                .put("openLineageSparkConf", (SparkConf) openLineageConf);
+          }
+        } catch (IllegalAccessException | NoSuchMethodException | InvocationTargetException e) {
+          log.warn(
+              "Issue when obtaining OpenLineage conf (possibly unsupported OpenLineage version): {}",
+              e.getMessage());
+        }
+
         InstanceStore.of(SparkListenerInterface.class).put("openLineageListener", listener);
         return true;
       }
diff --git a/dd-java-agent/instrumentation/spark/src/testFixtures/groovy/datadog/trace/instrumentation/spark/AbstractSparkListenerTest.groovy b/dd-java-agent/instrumentation/spark/src/testFixtures/groovy/datadog/trace/instrumentation/spark/AbstractSparkListenerTest.groovy
index a7a87c97712..e5d9aafad53 100644
--- a/dd-java-agent/instrumentation/spark/src/testFixtures/groovy/datadog/trace/instrumentation/spark/AbstractSparkListenerTest.groovy
+++ b/dd-java-agent/instrumentation/spark/src/testFixtures/groovy/datadog/trace/instrumentation/spark/AbstractSparkListenerTest.groovy
@@ -553,6 +553,26 @@ abstract class AbstractSparkListenerTest extends InstrumentationSpecification {
     true                 | "hadoop"                | "expected-service-name"
   }
 
+  def "test setupOpenLineage gets service name on databricks environment"() {
+    setup:
+    SparkConf sparkConf = new SparkConf()
+    sparkConf.set("spark.databricks.sparkContextId", "some-context")
+    sparkConf.set("spark.databricks.clusterUsageTags.clusterAllTags", "[{\"key\":\"RunName\",\"value\":\"some-run-name\"}]")
+
+
+    def listener = getTestDatadogSparkListener(sparkConf)
+    listener.openLineageSparkListener = Mock(SparkListenerInterface)
+    listener.openLineageSparkConf = new SparkConf()
+    listener.setupOpenLineage(Mock(DDTraceId))
+
+    expect:
+    assert listener
+    .openLineageSparkConf
+    .get("spark.openlineage.run.tags")
+    .split(";")
+    .contains("_dd.ol_service:databricks.job-cluster.some-run-name")
+  }
+
   def "test setupOpenLineage fills ProcessTags"() {
     setup:
     def listener = getTestDatadogSparkListener()