diff --git a/CHANGELOG.md b/CHANGELOG.md
index 256312c8c4..cc7a26bb78 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## Unreleased
 
+- opentelemetry-sdk: use stable code attributes: `code.function` -> `code.function.name`, `code.lineno` -> `code.line.number`, `code.filepath` -> `code.file.path`
+  ([#4508](https://github.com/open-telemetry/opentelemetry-python/pull/4508))
 - Fix serialization of extended attributes for logs signal
   ([#4342](https://github.com/open-telemetry/opentelemetry-python/pull/4342))
 - docs: updated and added to the metrics and log examples
diff --git a/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/__init__.py b/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/__init__.py
index 58872f6802..9060e49aac 100644
--- a/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/__init__.py
+++ b/opentelemetry-sdk/src/opentelemetry/sdk/_logs/_internal/__init__.py
@@ -45,7 +45,8 @@
 from opentelemetry.sdk.resources import Resource
 from opentelemetry.sdk.util import ns_to_iso_str
 from opentelemetry.sdk.util.instrumentation import InstrumentationScope
-from opentelemetry.semconv.trace import SpanAttributes
+from opentelemetry.semconv._incubating.attributes import code_attributes
+from opentelemetry.semconv.attributes import exception_attributes
 from opentelemetry.trace import (
     format_span_id,
     format_trace_id,
@@ -487,22 +488,24 @@ def _get_attributes(record: logging.LogRecord) -> _ExtendedAttributes:
         }
 
         # Add standard code attributes for logs.
-        attributes[SpanAttributes.CODE_FILEPATH] = record.pathname
-        attributes[SpanAttributes.CODE_FUNCTION] = record.funcName
-        attributes[SpanAttributes.CODE_LINENO] = record.lineno
+        attributes[code_attributes.CODE_FILE_PATH] = record.pathname
+        attributes[code_attributes.CODE_FUNCTION_NAME] = record.funcName
+        attributes[code_attributes.CODE_LINE_NUMBER] = record.lineno
 
         if record.exc_info:
             exctype, value, tb = record.exc_info
             if exctype is not None:
-                attributes[SpanAttributes.EXCEPTION_TYPE] = exctype.__name__
+                attributes[exception_attributes.EXCEPTION_TYPE] = (
+                    exctype.__name__
+                )
             if value is not None and value.args:
-                attributes[SpanAttributes.EXCEPTION_MESSAGE] = str(
+                attributes[exception_attributes.EXCEPTION_MESSAGE] = str(
                     value.args[0]
                 )
             if tb is not None:
-                # https://github.com/open-telemetry/opentelemetry-specification/blob/9fa7c656b26647b27e485a6af7e38dc716eba98a/specification/trace/semantic_conventions/exceptions.md#stacktrace-representation
-                attributes[SpanAttributes.EXCEPTION_STACKTRACE] = "".join(
-                    traceback.format_exception(*record.exc_info)
+                # https://opentelemetry.io/docs/specs/semconv/exceptions/exceptions-spans/#stacktrace-representation
+                attributes[exception_attributes.EXCEPTION_STACKTRACE] = (
+                    "".join(traceback.format_exception(*record.exc_info))
                 )
         return attributes
 
diff --git a/opentelemetry-sdk/tests/logs/test_handler.py b/opentelemetry-sdk/tests/logs/test_handler.py
index 1b62cc6c78..3817c44025 100644
--- a/opentelemetry-sdk/tests/logs/test_handler.py
+++ b/opentelemetry-sdk/tests/logs/test_handler.py
@@ -27,7 +27,8 @@
     LoggingHandler,
     LogRecordProcessor,
 )
-from opentelemetry.semconv.trace import SpanAttributes
+from opentelemetry.semconv._incubating.attributes import code_attributes
+from opentelemetry.semconv.attributes import exception_attributes
 from opentelemetry.trace import INVALID_SPAN_CONTEXT
 
 
@@ -127,17 +128,19 @@ def test_log_record_user_attributes(self):
         self.assertEqual(len(log_record.attributes), 4)
         self.assertEqual(log_record.attributes["http.status_code"], 200)
         self.assertTrue(
-            log_record.attributes[SpanAttributes.CODE_FILEPATH].endswith(
+            log_record.attributes[code_attributes.CODE_FILE_PATH].endswith(
                 "test_handler.py"
             )
         )
         self.assertEqual(
-            log_record.attributes[SpanAttributes.CODE_FUNCTION],
+            log_record.attributes[code_attributes.CODE_FUNCTION_NAME],
             "test_log_record_user_attributes",
         )
         # The line of the log statement is not a constant (changing tests may change that),
         # so only check that the attribute is present.
-        self.assertTrue(SpanAttributes.CODE_LINENO in log_record.attributes)
+        self.assertTrue(
+            code_attributes.CODE_LINE_NUMBER in log_record.attributes
+        )
         self.assertTrue(isinstance(log_record.attributes, BoundedAttributes))
 
     def test_log_record_exception(self):
@@ -156,15 +159,15 @@ def test_log_record_exception(self):
         self.assertTrue(isinstance(log_record.body, str))
         self.assertEqual(log_record.body, "Zero Division Error")
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_TYPE],
+            log_record.attributes[exception_attributes.EXCEPTION_TYPE],
             ZeroDivisionError.__name__,
         )
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_MESSAGE],
+            log_record.attributes[exception_attributes.EXCEPTION_MESSAGE],
             "division by zero",
         )
         stack_trace = log_record.attributes[
-            SpanAttributes.EXCEPTION_STACKTRACE
+            exception_attributes.EXCEPTION_STACKTRACE
         ]
         self.assertIsInstance(stack_trace, str)
         self.assertTrue("Traceback" in stack_trace)
@@ -189,15 +192,15 @@ def test_log_record_recursive_exception(self):
         self.assertIsNotNone(log_record)
         self.assertEqual(log_record.body, "Zero Division Error")
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_TYPE],
+            log_record.attributes[exception_attributes.EXCEPTION_TYPE],
             ZeroDivisionError.__name__,
         )
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_MESSAGE],
+            log_record.attributes[exception_attributes.EXCEPTION_MESSAGE],
             "division by zero",
         )
         stack_trace = log_record.attributes[
-            SpanAttributes.EXCEPTION_STACKTRACE
+            exception_attributes.EXCEPTION_STACKTRACE
         ]
         self.assertIsInstance(stack_trace, str)
         self.assertTrue("Traceback" in stack_trace)
@@ -219,12 +222,14 @@ def test_log_exc_info_false(self):
 
         self.assertIsNotNone(log_record)
         self.assertEqual(log_record.body, "Zero Division Error")
-        self.assertNotIn(SpanAttributes.EXCEPTION_TYPE, log_record.attributes)
         self.assertNotIn(
-            SpanAttributes.EXCEPTION_MESSAGE, log_record.attributes
+            exception_attributes.EXCEPTION_TYPE, log_record.attributes
+        )
+        self.assertNotIn(
+            exception_attributes.EXCEPTION_MESSAGE, log_record.attributes
         )
         self.assertNotIn(
-            SpanAttributes.EXCEPTION_STACKTRACE, log_record.attributes
+            exception_attributes.EXCEPTION_STACKTRACE, log_record.attributes
         )
 
     def test_log_record_exception_with_object_payload(self):
@@ -246,15 +251,15 @@ def __str__(self):
         self.assertTrue(isinstance(log_record.body, str))
         self.assertEqual(log_record.body, "CustomException stringified")
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_TYPE],
+            log_record.attributes[exception_attributes.EXCEPTION_TYPE],
             CustomException.__name__,
         )
         self.assertEqual(
-            log_record.attributes[SpanAttributes.EXCEPTION_MESSAGE],
+            log_record.attributes[exception_attributes.EXCEPTION_MESSAGE],
             "CustomException message",
         )
         stack_trace = log_record.attributes[
-            SpanAttributes.EXCEPTION_STACKTRACE
+            exception_attributes.EXCEPTION_STACKTRACE
         ]
         self.assertIsInstance(stack_trace, str)
         self.assertTrue("Traceback" in stack_trace)