diff --git a/arrow/Cargo.toml b/arrow/Cargo.toml
index 2346ced787b2..f23217bdc9b9 100644
--- a/arrow/Cargo.toml
+++ b/arrow/Cargo.toml
@@ -51,6 +51,7 @@ flatbuffers = "^0.8"
 hex = "0.4"
 prettytable-rs = { version = "0.8.0", optional = true }
 lexical-core = "^0.7"
+multiversion = "0.6.1"
 
 [features]
 default = []
diff --git a/arrow/src/compute/kernels/aggregate.rs b/arrow/src/compute/kernels/aggregate.rs
index d0e3f22f5417..a01b29e7b09b 100644
--- a/arrow/src/compute/kernels/aggregate.rs
+++ b/arrow/src/compute/kernels/aggregate.rs
@@ -17,6 +17,7 @@
 
 //! Defines aggregations over Arrow arrays.
 
+use multiversion::multiversion;
 use std::ops::Add;
 
 use crate::array::{
@@ -103,6 +104,8 @@ pub fn min_string<T: StringOffsetSizeTrait>(
 }
 
 /// Helper function to perform min/max lambda function on values from a numeric array.
+#[multiversion]
+#[clone(target = "x86_64+avx")]
 fn min_max_helper<T, F>(array: &PrimitiveArray<T>, cmp: F) -> Option<T::Native>
 where
     T: ArrowNumericType,