diff --git a/python/requirements/ml/requirements_tune.txt b/python/requirements/ml/requirements_tune.txt
index cc88d48f9b36..2a334e163056 100644
--- a/python/requirements/ml/requirements_tune.txt
+++ b/python/requirements/ml/requirements_tune.txt
@@ -16,7 +16,7 @@ hpbandster==0.7.4
 HEBO==0.3.2
 hyperopt==0.2.5
 jupyter==1.0.0
-lightgbm==3.2.1
+lightgbm==3.3.3
 matplotlib!=3.4.3
 mlflow==1.21.0
 mxnet==1.8.0.post0