diff --git a/.travis.yml b/.travis.yml
index 91287092..b30f79aa 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -17,11 +17,15 @@ install:
   # https://github.com/pre-commit/pre-commit/commit/e3ab8902692e896da9ded42bd4d76ea4e1de359d
   - pyenv install -s $PYENV_VERSION
   - pyenv global system $PYENV_VERSION
+  # Upgrade setuptools and pip to work around
+  # https://github.com/pypa/setuptools/issues/885
+  - pip install --upgrade setuptools
+  - pip install --upgrade pip
   - REQ="ci/requirements-${PYTHON}-${PANDAS}" ;
     if [ -f "$REQ.pip" ]; then
       pip install --upgrade nox-automation ;
     else
-      wget http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh;
+      wget http://repo.continuum.io/miniconda/Miniconda3-4.3.30-Linux-x86_64.sh -O miniconda.sh;
       bash miniconda.sh -b -p $HOME/miniconda ;
       export PATH="$HOME/miniconda/bin:$PATH" ;
       hash -r ;
@@ -32,8 +36,8 @@ install:
       conda info -a ;
       conda create -q -n test-environment python=$PYTHON ;
       source activate test-environment ;
+      conda install -q setuptools ;
       conda install -q pandas=$PANDAS;
-      pip install coverage pytest pytest-cov flake8 codecov ;
       conda install -q --file "$REQ.conda";
       conda list ;
       python setup.py install ;
@@ -45,7 +49,6 @@ script:
   - if [[ $PYTHON == '3.6' ]] && [[ "$PANDAS" == "MASTER" ]]; then nox -s test36master ; fi
   - REQ="ci/requirements-${PYTHON}-${PANDAS}" ;
     if [ -f "$REQ.conda" ]; then
-      pip install pytest ;
       pytest -v tests ;
     fi
   - if [[ $COVERAGE == 'true' ]]; then nox -s cover ; fi
diff --git a/ci/requirements-3.6-0.20.1.conda b/ci/requirements-3.6-0.20.1.conda
index e51ca487..a057399d 100644
--- a/ci/requirements-3.6-0.20.1.conda
+++ b/ci/requirements-3.6-0.20.1.conda
@@ -1,3 +1,8 @@
 google-auth
 google-auth-oauthlib
-google-cloud-bigquery
+google-cloud-bigquery==0.32.0
+pytest
+pytest-cov
+codecov
+coverage
+flake8
diff --git a/tests/unit/test_gbq.py b/tests/unit/test_gbq.py
index b7febafd..ae1d35c1 100644
--- a/tests/unit/test_gbq.py
+++ b/tests/unit/test_gbq.py
@@ -20,6 +20,7 @@ def mock_bigquery_client(monkeypatch):
     mock_client = mock.create_autospec(google.cloud.bigquery.Client)
     # Mock out SELECT 1 query results.
     mock_query = mock.create_autospec(google.cloud.bigquery.QueryJob)
+    mock_query.job_id = 'some-random-id'
     mock_query.state = 'DONE'
     mock_rows = mock.create_autospec(
         google.cloud.bigquery.table.RowIterator)