diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 87163a9f4..c4c532af4 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -13,10 +13,48 @@ on:
   # Allows you to run this workflow manually from the Actions tab
   workflow_dispatch:
 
+
 # A workflow run is made up of one or more jobs that can run sequentially or in parallel
 jobs:
-  # This workflow contains a single job called "build"
   build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        include:
+          - PY_VER: py37
+            python-version: 3.7
+          - PY_VER: py38
+            python-version: 3.8
+          - PY_VER: py39
+            python-version: 3.9
+          - PY_VER: py310
+            python-version: "3.10"
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v3
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{matrix.python-version}}
+
+      - name: Install test dependencies
+        run: pip install tox
+
+      # Lint before running unit tests
+      - name: Run lint
+        run: tox -e lint
+
+      - name: Run tests
+        run: |
+          tox -e tests -- -n 4 tests/test_browser.py tests/test_element_list.py tests/test_request_handler.py tests/test_xpath_concat.py 
+
+      - name: Run non-webdriver driver tests
+        run: |
+          tox -e tests -- -n 4 tests/test_flaskclient.py tests/test_zopetestbrowser.py tests/test_djangoclient.py tests/test_is_element_present_nojs.py
+
+  # This workflow contains a single job called "build"
+  selenium3:
     # The type of runner that the job will run on
     # Java, Chrome, chromedriver, Firefox, geckodriver are installed by default on this machine.
     runs-on: ubuntu-latest
@@ -52,25 +90,17 @@ jobs:
         run: |
           wget https://github.com/SeleniumHQ/selenium/releases/download/selenium-4.3.0/selenium-server-4.3.0.jar -O selenium-server.jar
 
-      # Lint before running unit tests
-      - name: Run lint
-        run: tox -e lint
-
       - name: Run Selenium Remote tests
         run: |
           echo "Start Selenium Server"
           xvfb-run java -jar selenium-server.jar standalone > selenium-server.log 2>&1 &
           timeout 60 bash -c 'while ! wget -O /dev/null -T 1 http://localhost:4444/readyz; do echo waiting for selenium server; sleep 1; done' || (cat selenium-server.log && exit 2)
           echo "Selenium server is ready, running tests"
-          tox -e tests -- tests/test_webdriver_remote.py
-
-      - name: Run non-driver tests
-        run: |
-          tox -e tests -- -n 4 tests/test_is_element_present_nojs.py tests/test_browser.py tests/test_djangoclient.py tests/test_element_list.py tests/test_flaskclient.py tests/test_zopetestbrowser.py tests/test_request_handler.py tests/test_xpath_concat.py
+          tox -e tests_selenium3 -- tests/test_webdriver_remote.py
 
       - name: Run Selenium tests
         run: |
-          tox -e tests -- -n 4 tests/test_element_is_visible.py tests/test_screenshot.py tests/test_mouse_interaction.py tests/test_async_finder.py tests/test_html_snapshot.py tests/test_iframes.py tests/test_popups.py tests/test_webdriver.py tests/test_webdriver_firefox.py tests/test_webdriver_chrome.py;
+          tox -e tests_selenium3 -- -n 4 tests/test_element_is_visible.py tests/test_screenshot.py tests/test_mouse_interaction.py tests/test_async_finder.py tests/test_html_snapshot.py tests/test_iframes.py tests/test_popups.py tests/test_webdriver.py tests/test_webdriver_firefox.py tests/test_webdriver_chrome.py;
 
   selenium4:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/windows.yml b/.github/workflows/windows.yml
index d88f9c7d6..e960e2057 100644
--- a/.github/workflows/windows.yml
+++ b/.github/workflows/windows.yml
@@ -42,7 +42,7 @@ jobs:
 
       - name: Run tests for windows-only drivers
         run: |
-          tox -e tests_windows -- -n 4 tests/test_webdriver.py tests/test_popups.py tests/test_webdriver_edge_chromium.py;
+          tox -e tests_windows_selenium3 -- -n 4 tests/test_webdriver.py tests/test_popups.py tests/test_webdriver_edge_chromium.py;
 
   selenium4:
     runs-on: windows-latest
diff --git a/setup.py b/setup.py
index aff7927e4..b2f597286 100644
--- a/setup.py
+++ b/setup.py
@@ -50,14 +50,16 @@ def get_version_data() -> dict:
     },
     packages=find_packages(exclude=["docs", "tests", "samples"]),
     include_package_data=True,
-    install_requires=[],
+    install_requires=[
+        "urllib3 >=1.26.14,<2.0"
+    ],
     extras_require={
         "zope.testbrowser": ["zope.testbrowser>=5.5.1", "lxml>=4.2.4", "cssselect"],
         "django": ["Django>=2.0.6", "lxml>=4.2.4", "cssselect"],
         "flask": ["Flask>=2.0.2", "lxml>=4.2.4", "cssselect"],
         "edge": ["msedge-selenium-tools"],
         "selenium3": ["selenium>=3.141.0,<4.0"],
-        "selenium4": ["selenium>=4.1.0,<5.0"],
+        "selenium4": ["selenium>=4.1.0,<4.2.0"],
     },
     tests_require=["coverage", "flask"],
 )
diff --git a/tests/base.py b/tests/base.py
index d36e5c7df..b26c4a3d0 100644
--- a/tests/base.py
+++ b/tests/base.py
@@ -8,7 +8,11 @@
 
 import pytest
 
-from selenium.common.exceptions import WebDriverException
+try:
+    from selenium.common.exceptions import WebDriverException
+except ModuleNotFoundError:
+    pass
+
 
 from .click_elements import ClickElementsTest
 from .cookies import CookiesTest
diff --git a/tests/get_browser.py b/tests/get_browser.py
index c70ef1091..46e9462ed 100644
--- a/tests/get_browser.py
+++ b/tests/get_browser.py
@@ -1,7 +1,11 @@
 import os
 from urllib import parse
 
-from selenium import webdriver
+# Catch for when non-webdriver set of tests are run.
+try:
+    from selenium import webdriver
+except ModuleNotFoundError:
+    pass
 
 from splinter import Browser
 
diff --git a/tests/test_browser.py b/tests/test_browser.py
index e5cb16246..53ddd6b25 100644
--- a/tests/test_browser.py
+++ b/tests/test_browser.py
@@ -10,8 +10,6 @@
 
 from splinter.exceptions import DriverNotFoundError
 
-from selenium.common.exceptions import WebDriverException
-
 import pytest
 
 
@@ -70,17 +68,6 @@ def test_browser_should_raise_an_exception_when_driver_is_not_found():
         Browser("unknown-driver")
 
 
-@pytest.mark.parametrize('browser_name', ['chrome', 'firefox'])
-def test_browser_local_driver_not_present(browser_name):
-    """When chromedriver/geckodriver are not present on the system."""
-    from splinter import Browser
-
-    with pytest.raises(WebDriverException) as e:
-        Browser(browser_name, executable_path='failpath')
-
-    assert "Message: 'failpath' executable needs to be in PATH." in str(e.value)
-
-
 def test_browser_driver_retry_count():
     """Checks that the retry count is being used"""
     from splinter.browser import _DRIVERS
@@ -117,7 +104,8 @@ def test_browser_log_missing_drivers(caplog):
     reload(browser)
     unpatch_driver(browser, old_import)
 
-    assert 1 == len(caplog.records)
-    record = caplog.records[0]
-    assert record.levelname == 'DEBUG'
-    assert 'Import Warning' in record.message
+    assert 7 == len(caplog.records)
+    for i in range(0, 6):
+        record = caplog.records[i]
+        assert record.levelname == 'DEBUG'
+        assert 'Import Warning' in record.message
diff --git a/tests/test_webdriver.py b/tests/test_webdriver.py
index a5f55f90b..fc7c5715c 100644
--- a/tests/test_webdriver.py
+++ b/tests/test_webdriver.py
@@ -1,5 +1,7 @@
 import os
 
+from selenium.common.exceptions import WebDriverException
+
 from .base import supported_browsers
 from .get_browser import get_browser
 from .fake_webapp import EXAMPLE_APP
@@ -7,6 +9,17 @@
 import pytest
 
 
+@pytest.mark.parametrize('browser_name', ['chrome', 'firefox'])
+def test_webdriver_local_driver_not_present(browser_name):
+    """When chromedriver/geckodriver are not present on the system."""
+    from splinter import Browser
+
+    with pytest.raises(WebDriverException) as e:
+        Browser(browser_name, executable_path='failpath')
+
+    assert "Message: 'failpath' executable needs to be in PATH." in str(e.value)
+
+
 @pytest.mark.parametrize('browser_name', supported_browsers)
 def test_attach_file(request, browser_name):
     """Should provide a way to change file field value"""
diff --git a/tox.ini b/tox.ini
index 0a3af5be8..0bf2ef565 100644
--- a/tox.ini
+++ b/tox.ini
@@ -6,13 +6,18 @@ exclude =
 
 
 [testenv:tests]
-extras = selenium3, zope.testbrowser, django, flask
+extras = zope.testbrowser, django, flask
 deps = -rrequirements/test.txt
 commands=
     pytest -v {posargs}
 
+[testenv:tests_selenium3]
+extras = selenium3
+deps = -rrequirements/test.txt
+commands=
+    pytest -v {posargs}
 
-[testenv:tests_windows]
+[testenv:tests_windows_selenium3]
 extras = selenium3, edge
 deps =
   -rrequirements\test_windows.txt