diff --git a/ci/deps/actions-38-db.yaml b/ci/deps/actions-38-db.yaml
index c08c642049b41..05b9eb8446af8 100644
--- a/ci/deps/actions-38-db.yaml
+++ b/ci/deps/actions-38-db.yaml
@@ -45,9 +45,7 @@ dependencies:
   - xlrd
   - xlsxwriter
   - xlwt
-  - pip
-  - pip:
-    - brotlipy
-    - coverage
-    - pandas-datareader
-    - pyxlsb
+  - brotlipy
+  - coverage
+  - pandas-datareader
+  - pyxlsb
diff --git a/ci/deps/actions-38-locale.yaml b/ci/deps/actions-38-locale.yaml
index d401aa6434dd1..b9157a1e74b1c 100644
--- a/ci/deps/actions-38-locale.yaml
+++ b/ci/deps/actions-38-locale.yaml
@@ -33,6 +33,4 @@ dependencies:
   - xlsxwriter
   - xlwt
   - pyarrow=1.0.1
-  - pip
-  - pip:
-    - pyxlsb
+  - pyxlsb
diff --git a/ci/deps/actions-39-slow.yaml b/ci/deps/actions-39-slow.yaml
index cb54210e81f23..511ea8004af70 100644
--- a/ci/deps/actions-39-slow.yaml
+++ b/ci/deps/actions-39-slow.yaml
@@ -37,6 +37,4 @@ dependencies:
   - xlsxwriter
   - xlwt
   - pyreadstat
-  - pip
-  - pip:
-    - pyxlsb
+  - pyxlsb
diff --git a/ci/deps/actions-39.yaml b/ci/deps/actions-39.yaml
index dc897453114f1..81bc5a028e96c 100644
--- a/ci/deps/actions-39.yaml
+++ b/ci/deps/actions-39.yaml
@@ -36,6 +36,4 @@ dependencies:
   - xlsxwriter
   - xlwt
   - pyreadstat
-  - pip
-  - pip:
-    - pyxlsb
+  - pyxlsb
diff --git a/ci/deps/azure-macos-38.yaml b/ci/deps/azure-macos-38.yaml
index fe6fa6ca37e01..03de63fed4f9c 100644
--- a/ci/deps/azure-macos-38.yaml
+++ b/ci/deps/azure-macos-38.yaml
@@ -23,9 +23,11 @@ dependencies:
   - numpy=1.18.5
   - openpyxl
   - pyarrow=1.0.1
+  - pyreadstat
   - pytables
   - python-dateutil==2.8.1
   - pytz
+  - pyxlsb
   - xarray
   - xlrd
   - xlsxwriter
@@ -33,5 +35,3 @@ dependencies:
   - pip
   - pip:
     - cython>=0.29.24
-    - pyreadstat
-    - pyxlsb
diff --git a/ci/deps/azure-windows-39.yaml b/ci/deps/azure-windows-39.yaml
index a0dde78c37261..e582de42cc17f 100644
--- a/ci/deps/azure-windows-39.yaml
+++ b/ci/deps/azure-windows-39.yaml
@@ -36,6 +36,4 @@ dependencies:
   - xlsxwriter
   - xlwt
   - pyreadstat
-  - pip
-  - pip:
-    - pyxlsb
+  - pyxlsb
diff --git a/ci/deps/circle-38-arm64.yaml b/ci/deps/circle-38-arm64.yaml
index 6627ed5073b46..7912ce5f8a5fa 100644
--- a/ci/deps/circle-38-arm64.yaml
+++ b/ci/deps/circle-38-arm64.yaml
@@ -15,7 +15,5 @@ dependencies:
   - numpy
   - python-dateutil
   - pytz
-  - pip
   - flask
-  - pip:
-    - moto
+  - moto
diff --git a/environment.yml b/environment.yml
index 30d05ab7700ff..2f24b1b05aef0 100644
--- a/environment.yml
+++ b/environment.yml
@@ -34,6 +34,11 @@ dependencies:
   - gitdb
   - sphinx
   - sphinx-panels
+  - numpydoc < 1.2  # 2021-02-09 1.2dev breaking CI
+  - types-python-dateutil
+  - types-PyMySQL
+  - types-pytz
+  - types-setuptools
 
   # documentation (jupyter notebooks)
   - nbconvert>=5.4.1
@@ -116,10 +121,5 @@ dependencies:
   - natsort  # DataFrame.sort_values
   - pip:
     - git+https://github.com/pydata/pydata-sphinx-theme.git@master
-    - numpydoc < 1.2  # 2021-02-09 1.2dev breaking CI
     - pandas-dev-flaker==0.2.0
-    - types-python-dateutil
-    - types-PyMySQL
-    - types-pytz
-    - types-setuptools
     - pytest-cython
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 5673becbbe1cb..7db4fda986670 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -20,6 +20,11 @@ gitpython
 gitdb
 sphinx
 sphinx-panels
+numpydoc < 1.2
+types-python-dateutil
+types-PyMySQL
+types-pytz
+types-setuptools
 nbconvert>=5.4.1
 nbsphinx
 pandoc
@@ -79,11 +84,6 @@ pyreadstat
 tabulate>=0.8.3
 natsort
 git+https://github.com/pydata/pydata-sphinx-theme.git@master
-numpydoc < 1.2
 pandas-dev-flaker==0.2.0
-types-python-dateutil
-types-PyMySQL
-types-pytz
-types-setuptools
 pytest-cython
 setuptools>=51.0.0