diff --git a/CHANGELOG.md b/CHANGELOG.md
index da9562ac75..ce160fd0ee 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,8 @@
 
 #### Bug Fixes
 
+- Fixed a bug that opentelemetry is not correctly import when using `Session.client_telemetry.enable_event_table_telemetry_collection`.
+
 #### Improvements
 - `snowflake.snowpark.context.configure_development_features` is effective for multiple sessions including newly created sessions after the configuration. No duplicate experimental warning any more.
 
diff --git a/src/snowflake/snowpark/_internal/event_table_telemetry.py b/src/snowflake/snowpark/_internal/event_table_telemetry.py
index 248698994e..5f197e2c9e 100644
--- a/src/snowflake/snowpark/_internal/event_table_telemetry.py
+++ b/src/snowflake/snowpark/_internal/event_table_telemetry.py
@@ -27,7 +27,11 @@ def _import_or_missing_opentelemetry() -> Tuple[ModuleLikeObject, bool]:
     try:
         opentelemetry = importlib.import_module("opentelemetry")
         importlib.import_module("opentelemetry.sdk")
+        importlib.import_module("opentelemetry.sdk._logs")
+        importlib.import_module("opentelemetry.sdk.resources")
         importlib.import_module("opentelemetry.exporter.otlp")
+        importlib.import_module("opentelemetry.exporter.otlp.proto.http.trace_exporter")
+        importlib.import_module("opentelemetry.exporter.otlp.proto.http._log_exporter")
         importlib.import_module("opentelemetry._logs")
         return opentelemetry, True
     except ImportError:
diff --git a/tests/unit/test_external_telemetry.py b/tests/unit/test_external_telemetry.py
new file mode 100644
index 0000000000..2128501248
--- /dev/null
+++ b/tests/unit/test_external_telemetry.py
@@ -0,0 +1,103 @@
+#
+# Copyright (c) 2012-2025 Snowflake Computing Inc. All rights reserved.
+#
+
+# Copyright (c) 2012-2025 Snowflake Computing Inc. All rights reserved.
+
+import types
+
+from snowflake.snowpark._internal import event_table_telemetry as ett
+
+
+def test_import_or_missing_opentelemetry_imports_resources(monkeypatch):
+    # Build a fake opentelemetry module tree
+    opentelemetry = types.ModuleType("opentelemetry")
+
+    sdk = types.ModuleType("opentelemetry.sdk")
+    sdk_logs = types.ModuleType("opentelemetry.sdk._logs")
+    sdk_resources = types.ModuleType("opentelemetry.sdk.resources")
+
+    class Resource:
+        @classmethod
+        def create(cls, attrs):
+            return ("resource", attrs)
+
+    sdk_resources.Resource = Resource
+
+    exporter = types.ModuleType("opentelemetry.exporter")
+    exporter_otlp = types.ModuleType("opentelemetry.exporter.otlp")
+    exporter_otlp_proto = types.ModuleType("opentelemetry.exporter.otlp.proto")
+    exporter_otlp_proto_http = types.ModuleType(
+        "opentelemetry.exporter.otlp.proto.http"
+    )
+    trace_exporter = types.ModuleType(
+        "opentelemetry.exporter.otlp.proto.http.trace_exporter"
+    )
+    log_exporter = types.ModuleType(
+        "opentelemetry.exporter.otlp.proto.http._log_exporter"
+    )
+
+    logs_api = types.ModuleType("opentelemetry._logs")
+
+    registry = {
+        "opentelemetry": opentelemetry,
+        "opentelemetry.sdk": sdk,
+        "opentelemetry.sdk._logs": sdk_logs,
+        "opentelemetry.sdk.resources": sdk_resources,
+        "opentelemetry.exporter": exporter,
+        "opentelemetry.exporter.otlp": exporter_otlp,
+        "opentelemetry.exporter.otlp.proto": exporter_otlp_proto,
+        "opentelemetry.exporter.otlp.proto.http": exporter_otlp_proto_http,
+        "opentelemetry.exporter.otlp.proto.http.trace_exporter": trace_exporter,
+        "opentelemetry.exporter.otlp.proto.http._log_exporter": log_exporter,
+        "opentelemetry._logs": logs_api,
+    }
+
+    def fake_import_module(name):
+        # Simulate ImportError if an expected dependency isn't present
+        if name not in registry:
+            raise ImportError(name)
+
+        mod = registry[name]
+
+        # Emulate Python import behavior: after importing X.Y, X gets attribute Y.
+        if "." in name:
+            parent_name, child = name.rsplit(".", 1)
+            setattr(registry[parent_name], child, mod)
+
+        return mod
+
+    monkeypatch.setattr(ett.importlib, "import_module", fake_import_module)
+
+    otel, installed = ett._import_or_missing_opentelemetry()
+
+    assert installed is True
+    assert otel is opentelemetry
+
+    # Key regression check: no AttributeError when accessing otel.sdk.resources
+    assert hasattr(otel, "sdk")
+    assert hasattr(otel.sdk, "resources")
+    assert otel.sdk.resources is registry["opentelemetry.sdk.resources"]
+    assert otel.sdk.resources.Resource is Resource
+
+    # Also verify the "import path" works (in our mocked import system)
+    m = ett.importlib.import_module("opentelemetry.sdk.resources")
+    assert m is otel.sdk.resources
+
+    # Sanity: Resource.create callable
+    assert otel.sdk.resources.Resource.create({"service.name": "X"}) == (
+        "resource",
+        {"service.name": "X"},
+    )
+
+
+def test_import_or_missing_opentelemetry_returns_missing_on_importerror(monkeypatch):
+    def always_fail(_name):
+        raise ImportError("missing")
+
+    monkeypatch.setattr(ett.importlib, "import_module", always_fail)
+
+    otel, installed = ett._import_or_missing_opentelemetry()
+
+    assert installed is False
+    assert isinstance(otel, ett.MissingOpenTelemetry)