diff --git a/sdk/storage/azure-storage-file/azure/storage/file/_shared/downloads.py b/sdk/storage/azure-storage-file/azure/storage/file/_shared/downloads.py
index 1d46ffc95293..dc713862cb45 100644
--- a/sdk/storage/azure-storage-file/azure/storage/file/_shared/downloads.py
+++ b/sdk/storage/azure-storage-file/azure/storage/file/_shared/downloads.py
@@ -10,6 +10,7 @@
 
 from azure.core.exceptions import HttpResponseError
 
+from azure.core.tracing.context import tracing_context
 from .request_handlers import validate_and_format_range_headers
 from .response_handlers import process_storage_error, parse_length_from_content_range
 from .encryption import decrypt_blob
@@ -454,7 +455,7 @@ def download_to_stream(self, stream, max_connections=1):
         if max_connections > 1:
             import concurrent.futures
             executor = concurrent.futures.ThreadPoolExecutor(max_connections)
-            list(executor.map(downloader.process_chunk, downloader.get_chunk_offsets()))
+            list(executor.map(tracing_context.with_current_context(downloader.process_chunk), downloader.get_chunk_offsets()))
         else:
             for chunk in downloader.get_chunk_offsets():
                 downloader.process_chunk(chunk)
diff --git a/sdk/storage/azure-storage-file/azure/storage/file/_shared/uploads.py b/sdk/storage/azure-storage-file/azure/storage/file/_shared/uploads.py
index 2b269fb1d0ba..68ff3f46e015 100644
--- a/sdk/storage/azure-storage-file/azure/storage/file/_shared/uploads.py
+++ b/sdk/storage/azure-storage-file/azure/storage/file/_shared/uploads.py
@@ -13,6 +13,7 @@
 
 import six
 
+from azure.core.tracing.context import tracing_context
 from . import encode_base64, url_quote
 from .request_handlers import get_length
 from .response_handlers import return_response_headers
@@ -34,7 +35,7 @@ def _parallel_uploads(executor, uploader, pending, running):
         except StopIteration:
             break
         else:
-            running.add(executor.submit(uploader.process_chunk, next_chunk))
+            running.add(executor.submit(tracing_context.with_current_context(uploader.process_chunk), next_chunk))
 
     # Wait for the remaining uploads to finish
     done, _running = futures.wait(running)
@@ -79,7 +80,7 @@ def upload_data_chunks(
         executor = futures.ThreadPoolExecutor(max_connections)
         upload_tasks = uploader.get_chunk_streams()
         running_futures = [
-            executor.submit(uploader.process_chunk, u)
+            executor.submit(tracing_context.with_current_context(uploader.process_chunk), u)
             for u in islice(upload_tasks, 0, max_connections)
         ]
         range_ids = _parallel_uploads(executor, uploader, upload_tasks, running_futures)
@@ -115,7 +116,7 @@ def upload_substream_blocks(
         executor = futures.ThreadPoolExecutor(max_connections)
         upload_tasks = uploader.get_substream_blocks()
         running_futures = [
-            executor.submit(uploader.process_substream_block, u)
+            executor.submit(tracing_context.with_current_context(uploader.process_substream_block), u)
             for u in islice(upload_tasks, 0, max_connections)
         ]
         return _parallel_uploads(executor, uploader, upload_tasks, running_futures)