diff --git a/bigquery/noxfile.py b/bigquery/noxfile.py
index 0a1296aa4c73..b12b9a67b62d 100644
--- a/bigquery/noxfile.py
+++ b/bigquery/noxfile.py
@@ -20,13 +20,7 @@
 import nox
 
 
-LOCAL_DEPS = (
-    os.path.join("..", "api_core[grpc]"),
-    os.path.join("..", "core"),
-    # TODO: Move bigquery_storage back to dev_install once dtypes feature is
-    #       released. Issue #7049
-    os.path.join("..", "bigquery_storage[pandas,fastavro]"),
-)
+LOCAL_DEPS = (os.path.join("..", "api_core[grpc]"), os.path.join("..", "core"))
 
 BLACK_PATHS = ("google", "tests", "docs", "noxfile.py", "setup.py")
 
@@ -45,10 +39,7 @@ def default(session):
         session.install("-e", local_dep)
 
     # Pyarrow does not support Python 3.7
-    if session.python == "3.7":
-        dev_install = ".[pandas, tqdm]"
-    else:
-        dev_install = ".[pandas, pyarrow, tqdm]"
+    dev_install = ".[all]"
     session.install("-e", dev_install)
 
     # IPython does not support Python 2 after version 5.x
@@ -95,7 +86,7 @@ def system(session):
         session.install("-e", local_dep)
     session.install("-e", os.path.join("..", "storage"))
     session.install("-e", os.path.join("..", "test_utils"))
-    session.install("-e", ".[pandas]")
+    session.install("-e", ".[all]")
 
     # IPython does not support Python 2 after version 5.x
     if session.python == "2.7":
@@ -123,7 +114,7 @@ def snippets(session):
         session.install("-e", local_dep)
     session.install("-e", os.path.join("..", "storage"))
     session.install("-e", os.path.join("..", "test_utils"))
-    session.install("-e", ".[pandas, pyarrow, fastparquet]")
+    session.install("-e", ".[all]")
 
     # Run py.test against the snippets tests.
     session.run("py.test", os.path.join("docs", "snippets.py"), *session.posargs)
@@ -182,7 +173,7 @@ def docs(session):
     for local_dep in LOCAL_DEPS:
         session.install("-e", local_dep)
     session.install("-e", os.path.join("..", "storage"))
-    session.install("-e", ".[pandas, pyarrow]")
+    session.install("-e", ".[all]")
 
     shutil.rmtree(os.path.join("docs", "_build"), ignore_errors=True)
     session.run(
diff --git a/bigquery/setup.py b/bigquery/setup.py
index 1badaae98175..838013a44737 100644
--- a/bigquery/setup.py
+++ b/bigquery/setup.py
@@ -34,14 +34,25 @@
     "google-resumable-media >= 0.3.1",
 ]
 extras = {
-    "bqstorage": "google-cloud-bigquery-storage >= 0.2.0dev1, <2.0.0dev",
-    "pandas": "pandas>=0.17.1",
+    "bqstorage": [
+        "google-cloud-bigquery-storage >= 0.2.0dev1, <2.0.0dev",
+        "fastavro>=0.21.2",
+    ],
+    "pandas": ["pandas>=0.17.1"],
     # Exclude PyArrow dependency from Windows Python 2.7.
-    'pyarrow: platform_system != "Windows" or python_version >= "3.4"': "pyarrow>=0.4.1",
-    "tqdm": "tqdm >= 4.0.0, <5.0.0dev",
+    'pyarrow: platform_system != "Windows" or python_version >= "3.4"': [
+        "pyarrow>=0.4.1"
+    ],
+    "tqdm": ["tqdm >= 4.0.0, <5.0.0dev"],
     "fastparquet": ["fastparquet", "python-snappy"],
 }
 
+all_extras = []
+
+for extra in extras:
+    all_extras.extend(extras[extra])
+
+extras["all"] = all_extras
 
 # Setup boilerplate below this line.