diff --git a/sdk/core/azure-core/CHANGELOG.md b/sdk/core/azure-core/CHANGELOG.md
index c89674e3d..d444082a5 100644
--- a/sdk/core/azure-core/CHANGELOG.md
+++ b/sdk/core/azure-core/CHANGELOG.md
@@ -12,6 +12,8 @@
 
 ### Other Changes
 
+-  [[#3581]](https://github.com/Azure/azure-sdk-for-cpp/issues/3581) Update log level in retry policy from warning to informational.
+
 ## 1.5.0 (2022-03-31)
 
 ### Features Added
diff --git a/sdk/core/azure-core/src/http/retry_policy.cpp b/sdk/core/azure-core/src/http/retry_policy.cpp
index 2e7b93460..99d8f409d 100644
--- a/sdk/core/azure-core/src/http/retry_policy.cpp
+++ b/sdk/core/azure-core/src/http/retry_policy.cpp
@@ -214,10 +214,10 @@ bool RetryPolicy::ShouldRetryOnResponse(
     auto const sc = response.GetStatusCode();
     if (statusCodes.find(sc) == statusCodes.end())
     {
-      if (Log::ShouldWrite(Logger::Level::Warning))
+      if (Log::ShouldWrite(Logger::Level::Informational))
       {
         Log::Write(
-            Logger::Level::Warning,
+            Logger::Level::Informational,
             std::string("HTTP status code ") + std::to_string(static_cast<int>(sc))
                 + " won't be retried.");
       }
diff --git a/sdk/core/azure-core/test/ut/retry_policy_test.cpp b/sdk/core/azure-core/test/ut/retry_policy_test.cpp
index 2fd7dc28a..da2db233d 100644
--- a/sdk/core/azure-core/test/ut/retry_policy_test.cpp
+++ b/sdk/core/azure-core/test/ut/retry_policy_test.cpp
@@ -830,6 +830,6 @@ TEST(RetryPolicy, LogMessages)
   EXPECT_EQ(log.Entries[3].Level, Logger::Level::Informational);
   EXPECT_EQ(log.Entries[3].Message, "HTTP Retry attempt #2 will be made in 0ms.");
 
-  EXPECT_EQ(log.Entries[4].Level, Logger::Level::Warning);
+  EXPECT_EQ(log.Entries[4].Level, Logger::Level::Informational);
   EXPECT_EQ(log.Entries[4].Message, "HTTP status code 503 won't be retried.");
 }