diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 2b5e32111..0e9f9a69f 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -11,7 +11,7 @@ jobs:
     strategy:
       matrix:
         python-version: [3.6, 3.7, 3.8, 3.9]
-        os: ["macOS-latest", "ubuntu-latest"]
+        os: ["ubuntu-latest"]
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
@@ -36,6 +36,37 @@ jobs:
         run: tox -e py39
         if: matrix.python-version == '3.9'
 
+  tests-macos:
+    name: tests-python${{ matrix.python-version }}-${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+        os: ["macOS-latest"]
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Pip cache
+        uses: actions/cache@v2
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-${{ matrix.python-version }}-pip-tests-${{ hashFiles('setup.py','requirements-dev.txt','constraints.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-${{ matrix.python-version }}-pip-tests-
+            ${{ runner.os }}-${{ matrix.python-version }}-pip-
+            ${{ runner.os }}-${{ matrix.python-version }}
+      - name: Install Deps
+        run: python -m pip install -U tox setuptools virtualenv wheel cvxopt
+      - name: Install and Run Tests
+        run: tox --sitepackages -e py
+        if: matrix.python-version != '3.9'
+      - name: Install and Run Tests
+        run: tox --sitepackages -e py39
+        if: matrix.python-version == '3.9'
+
   tests-no-opt:
     name: tests-python3.8-no-optional-dependencies
     runs-on: ${{ matrix.os }}
@@ -178,7 +209,7 @@ jobs:
         run: |
           set -e
           cd qiskit-tutorials
-          rm -rf tutorials/chemistry tutorials/circuits tutorials/circuits_advanced tutorials/finance tutorials/optimization tutorials/simulators
+          rm -rf tutorials/chemistry tutorials/circuits tutorials/circuits_advanced tutorials/finance tutorials/optimization tutorials/simulators tutorials/machine_learning tutorials/algorithms
           sphinx-build -b html . _build/html
       - uses: actions/upload-artifact@v2
         with:
diff --git a/constraints.txt b/constraints.txt
index 2344507f4..786e28ce3 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -3,3 +3,4 @@ astroid==2.3.3
 pywin32==225
 setuptools==49.6.0
 pyfakefs==4.1.0
+cvxpy==1.1.7
diff --git a/qiskit/ignis/mitigation/expval/ctmp_mitigator.py b/qiskit/ignis/mitigation/expval/ctmp_mitigator.py
index a50075b61..29560ffb0 100644
--- a/qiskit/ignis/mitigation/expval/ctmp_mitigator.py
+++ b/qiskit/ignis/mitigation/expval/ctmp_mitigator.py
@@ -131,8 +131,8 @@ def expectation_value(self,
         gamma = self.noise_strength(qubits)
         bmat = self._sampling_matrix(qubits)
         values = bmat.data
-        indices = np.asarray(bmat.indices, dtype=np.int)
-        indptrs = np.asarray(bmat.indptr, dtype=np.int)
+        indices = np.asarray(bmat.indices, dtype=int)
+        indptrs = np.asarray(bmat.indptr, dtype=int)
 
         # Set a minimum number of CTMP samples
         shots = sum(counts.values())
@@ -184,7 +184,7 @@ def generator_matrix(self, qubits: List[int] = None) -> sps.coo_matrix:
         if qubits not in self._generator_mats:
             # Construct G from subset generators
             qubits_set = set(qubits)
-            g_mat = sps.coo_matrix(2 * (2**len(qubits),), dtype=np.float)
+            g_mat = sps.coo_matrix(2 * (2**len(qubits),), dtype=float)
             for gen, rate in zip(self._generators, self._rates):
                 if qubits_set.issuperset(gen[2]):
                     # Keep generator
@@ -301,7 +301,7 @@ def _ctmp_inverse(
 
         # Apply CTMP sampling
         r_vals = rng.random(size=alphas.sum())
-        y_vals = np.zeros(x_vals.size, dtype=np.int)
+        y_vals = np.zeros(x_vals.size, dtype=int)
         _markov_chain_compiled(y_vals, x_vals, r_vals, alphas, csc_data, csc_indices,
                                csc_indptrs)
 
diff --git a/test/verification/test_entanglement.py b/test/verification/test_entanglement.py
index 6c1d77c6d..9dafc42b1 100644
--- a/test/verification/test_entanglement.py
+++ b/test/verification/test_entanglement.py
@@ -22,7 +22,7 @@
 
 import numpy as np
 
-from qiskit.execute import execute
+from qiskit import execute
 from qiskit.providers.basicaer import BasicAer
 from qiskit.ignis.verification.entanglement import linear
 
diff --git a/tox.ini b/tox.ini
index 8c9ada10b..a70bec0fb 100644
--- a/tox.ini
+++ b/tox.ini
@@ -10,14 +10,14 @@ setenv =
   VIRTUAL_ENV={envdir}
   LANGUAGE=en_US
   LC_ALL=en_US.utf-8
-deps = numpy>=1.13
+deps = numpy>=1.16.3
        Cython>=0.27.1
        setuptools>=40.1.0
-       cvxpy>=1.0.15
 passenv = QISKIT_IN_PARALLEL
 commands =
     pip install -U -c constraints.txt git+https://github.com/Qiskit/qiskit-terra.git
     pip install -U -c constraints.txt -r{toxinidir}/requirements-dev.txt
+    pip install -c constraints.txt cvxpy<1.1.8
     pip check
     stestr run {posargs}
 # Remove after qiskit-aer 0.8.0 release:
@@ -26,6 +26,7 @@ commands =
     pip install -U -c constraints.txt git+https://github.com/Qiskit/qiskit-terra.git
     pip install -U -c constraints.txt git+https://github.com/Qiskit/qiskit-aer.git
     pip install -U -c constraints.txt -r{toxinidir}/requirements-dev.txt
+    pip install -c constraints.txt cvxpy<1.1.8
     pip check
     stestr run {posargs}