diff --git a/.github/workflows/unmanaged_dependency_check.yaml b/.github/workflows/unmanaged_dependency_check.yaml
index 8eb9dfbd6..09f954387 100644
--- a/.github/workflows/unmanaged_dependency_check.yaml
+++ b/.github/workflows/unmanaged_dependency_check.yaml
@@ -14,6 +14,6 @@ jobs:
       shell: bash
       run: .kokoro/build.sh
     - name: Unmanaged dependency check
-      uses: googleapis/sdk-platform-java/java-shared-dependencies/unmanaged-dependency-check@google-cloud-shared-dependencies/v3.32.0
+      uses: googleapis/sdk-platform-java/java-shared-dependencies/unmanaged-dependency-check@google-cloud-shared-dependencies/v3.33.0
       with:
         bom-path: pom.xml
diff --git a/.kokoro/presubmit/graalvm-native-17.cfg b/.kokoro/presubmit/graalvm-native-17.cfg
index 7d5ab3a25..7008a7215 100644
--- a/.kokoro/presubmit/graalvm-native-17.cfg
+++ b/.kokoro/presubmit/graalvm-native-17.cfg
@@ -3,7 +3,7 @@
 # Configure the docker image for kokoro-trampoline.
 env_vars: {
   key: "TRAMPOLINE_IMAGE"
-  value: "gcr.io/cloud-devrel-public-resources/graalvm_sdk_platform_b:3.32.0"
+  value: "gcr.io/cloud-devrel-public-resources/graalvm_sdk_platform_b:3.33.0"
 }
 
 env_vars: {
diff --git a/.kokoro/presubmit/graalvm-native.cfg b/.kokoro/presubmit/graalvm-native.cfg
index 519c2e3ce..931f9bb00 100644
--- a/.kokoro/presubmit/graalvm-native.cfg
+++ b/.kokoro/presubmit/graalvm-native.cfg
@@ -3,7 +3,7 @@
 # Configure the docker image for kokoro-trampoline.
 env_vars: {
   key: "TRAMPOLINE_IMAGE"
-  value: "gcr.io/cloud-devrel-public-resources/graalvm_sdk_platform_a:3.32.0"
+  value: "gcr.io/cloud-devrel-public-resources/graalvm_sdk_platform_a:3.33.0"
 }
 
 env_vars: {
diff --git a/pom.xml b/pom.xml
index 9cece1c6b..9f4bc350b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -14,7 +14,7 @@
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>sdk-platform-java-config</artifactId>
-    <version>3.32.0</version>
+    <version>3.33.0</version>
   </parent>
   <developers>
     <developer>
@@ -214,6 +214,13 @@
     </dependency>
 
     <!-- Add OpenTelemetry implementation and exporters for use in integration tests -->
+    <!-- TODO: Remove this alpha dependency when the bug in OpenTelemetry has been fixed that makes SdkTracer implement ExtendedTracer -->
+    <dependency>
+      <groupId>io.opentelemetry</groupId>
+      <artifactId>opentelemetry-api-incubator</artifactId>
+      <version>1.40.0-alpha</version>
+      <scope>test</scope>
+    </dependency>
     <dependency>
       <groupId>io.opentelemetry</groupId>
       <artifactId>opentelemetry-sdk</artifactId>
diff --git a/samples/snippets/pom.xml b/samples/snippets/pom.xml
index 0c3b12de9..ee6deda8b 100644
--- a/samples/snippets/pom.xml
+++ b/samples/snippets/pom.xml
@@ -9,7 +9,7 @@
   <parent>
     <groupId>com.google.cloud</groupId>
     <artifactId>sdk-platform-java-config</artifactId>
-    <version>3.32.0</version>
+    <version>3.33.0</version>
     <relativePath/>
   </parent>
 
diff --git a/src/test/java/com/google/cloud/spanner/jdbc/it/ITOpenTelemetryTest.java b/src/test/java/com/google/cloud/spanner/jdbc/it/ITOpenTelemetryTest.java
index 19fb1146e..bbbbaf344 100644
--- a/src/test/java/com/google/cloud/spanner/jdbc/it/ITOpenTelemetryTest.java
+++ b/src/test/java/com/google/cloud/spanner/jdbc/it/ITOpenTelemetryTest.java
@@ -38,6 +38,7 @@
 import com.google.common.collect.Iterables;
 import com.google.devtools.cloudtrace.v1.ListTracesRequest;
 import io.opentelemetry.api.GlobalOpenTelemetry;
+import io.opentelemetry.api.incubator.trace.ExtendedTracer;
 import io.opentelemetry.sdk.OpenTelemetrySdk;
 import io.opentelemetry.sdk.resources.Resource;
 import io.opentelemetry.sdk.trace.SdkTracerProvider;
@@ -79,7 +80,7 @@ public class ITOpenTelemetryTest extends ITAbstractJdbcTest {
   private Database database;
 
   @BeforeClass
-  public static void setupOpenTelemetry() throws IOException {
+  public static void setupOpenTelemetry() {
     assumeFalse("This test requires credentials", EmulatorSpannerHelper.isUsingEmulator());
 
     SpannerOptions options = env.getTestHelper().getOptions();
@@ -103,6 +104,9 @@ public static void setupOpenTelemetry() throws IOException {
                     .addSpanProcessor(BatchSpanProcessor.builder(traceExporter).build())
                     .build())
             .build();
+    // TODO: Remove when the bug in OpenTelemetry that has SdkTracer implement ExtendedTracer,
+    //       which is only available in the incubator project.
+    ExtendedTracer ignore = (ExtendedTracer) openTelemetry.getTracer("foo");
   }
 
   @AfterClass
@@ -245,8 +249,6 @@ private void assertTrace(String sql) throws IOException, InterruptedException {
       Thread.sleep(5000L);
       boolean foundTrace = false;
       for (int attempts = 0; attempts < 20; attempts++) {
-        // Ignore deprecation for now, as there is no alternative offered (yet?).
-        //noinspection deprecation
         ListTracesPagedResponse response =
             client.listTraces(
                 ListTracesRequest.newBuilder()