diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 7c638631dc35..98f02a7482d9 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -10,7 +10,7 @@
   * [Previewing changes](#previewing-changes)
     + [Submitting changes for review](#submitting-changes-for-review)
   * [Adding documentation tests](#adding-documentation-tests)
-- [Profiling with `py-spy`](#profiling-with--py-spy-)
+- [Profiling with `py-spy`](#profiling-with-py-spy)
 - [Managing multiple build trees](#managing-multiple-build-trees)
 - [C++ development tips](#c---development-tips)
   * [Build only what you need](#build-only-what-you-need)