diff --git a/ci/deps/actions-310.yaml b/ci/deps/actions-310.yaml
index deb23d435bddf..eae8964db7f56 100644
--- a/ci/deps/actions-310.yaml
+++ b/ci/deps/actions-310.yaml
@@ -33,7 +33,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba
   - numexpr
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/ci/deps/actions-38-downstream_compat.yaml b/ci/deps/actions-38-downstream_compat.yaml
index 06ffafeb70570..fc421ee979f7b 100644
--- a/ci/deps/actions-38-downstream_compat.yaml
+++ b/ci/deps/actions-38-downstream_compat.yaml
@@ -34,7 +34,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba
   - numexpr
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/ci/deps/actions-38.yaml b/ci/deps/actions-38.yaml
index 222da40ea9eea..6d7a21a8bc90e 100644
--- a/ci/deps/actions-38.yaml
+++ b/ci/deps/actions-38.yaml
@@ -33,7 +33,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba
   - numexpr
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/ci/deps/actions-39.yaml b/ci/deps/actions-39.yaml
index 1c60e8ad6d78a..bf3d3353906f6 100644
--- a/ci/deps/actions-39.yaml
+++ b/ci/deps/actions-39.yaml
@@ -33,7 +33,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba
   - numexpr
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/ci/deps/circle-38-arm64.yaml b/ci/deps/circle-38-arm64.yaml
index 263521fb74879..55336672ed43d 100644
--- a/ci/deps/circle-38-arm64.yaml
+++ b/ci/deps/circle-38-arm64.yaml
@@ -33,7 +33,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba
   - numexpr
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/environment.yml b/environment.yml
index 20f839db9ad60..1fa84ac10a6b4 100644
--- a/environment.yml
+++ b/environment.yml
@@ -34,7 +34,7 @@ dependencies:
   - matplotlib>=3.6.1
   - numba>=0.53.1
   - numexpr>=2.8.0  # pin for "Run checks on imported code" job
-  - openpyxl
+  - openpyxl<3.1.1
   - odfpy
   - pandas-gbq
   - psycopg2
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 95291e4ab5452..c27bbaa4a1132 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -25,7 +25,7 @@ lxml
 matplotlib>=3.6.1
 numba>=0.53.1
 numexpr>=2.8.0
-openpyxl
+openpyxl<3.1.1
 odfpy
 pandas-gbq
 psycopg2