diff --git a/.github/workflows/interface-unit-tests.yml b/.github/workflows/interface-unit-tests.yml
index 601e762fc92..e08464c2c22 100644
--- a/.github/workflows/interface-unit-tests.yml
+++ b/.github/workflows/interface-unit-tests.yml
@@ -47,6 +47,14 @@ on:
         required: false
         type: boolean
         default: false
+      python_warning_level:
+        description: Sets the default Python warning level as defined by https://docs.python.org/3/using/cmdline.html#envvar-PYTHONWARNINGS
+        required: false
+        type: string
+        default: 'default'
+env:
+  ACTIONS_RUNNER_DEBUG: true
+  ACTIONS_STEP_DEBUG: true
 
 jobs:
   setup-ci-load:
@@ -66,6 +74,22 @@ jobs:
             "default": ["3.10"]
           }
           EOF
+          elif [ "${{ inputs.python_warning_level }}" == "error" ];
+          then
+            cat >python_versions.json <<-EOF
+          {
+            "default": ["3.10"],
+            "torch-tests": ["3.10"],
+            "tf-tests": ["3.10"],
+            "jax-tests": ["3.10"],
+            "all-interfaces-tests": ["3.10"],
+            "external-libraries-tests": ["3.10"],
+            "qcut-tests": ["3.10"],
+            "qchem-tests": ["3.10"],
+            "gradients-tests": ["3.10"],
+            "data-tests": ["3.10"],
+            "device-tests": ["3.10"]          }
+          EOF
           else
             cat >python_versions.json <<-EOF
           {
@@ -102,6 +126,13 @@ jobs:
             "device-tests": 2
           }
           EOF
+          elif [ "${{ inputs.python_warning_level }}" == "error" ];
+          then
+            cat >matrix_max_parallel.json <<-EOF
+          {
+            "default": 1
+          }
+          EOF
           else
             cat >matrix_max_parallel.json <<-EOF
           {
@@ -118,6 +149,18 @@ jobs:
           jq . matrix_max_parallel.json
           echo "matrix_max_parallel=$(jq -r tostring matrix_max_parallel.json)" >> $GITHUB_OUTPUT
 
+      - name: Enable splitting of tests
+        id: job_split
+        run: |
+          if [ "${{ inputs.python_warning_level }}" == "error" ];
+          then
+            export ENABLE_SPLIT='0'
+          else
+            export ENABLE_SPLIT='1'
+          fi
+
+          echo "enable_split=$ENABLE_SPLIT" >> $GITHUB_OUTPUT
+
       - name: Setup Job to Skip
         id: jobs_to_skip
         env:
@@ -136,6 +179,7 @@ jobs:
       matrix-max-parallel: ${{ steps.max_parallel.outputs.matrix_max_parallel }}
       python-version: ${{ steps.python_versions.outputs.python_versions }}
       jobs-to-skip: ${{ steps.jobs_to_skip.outputs.jobs_to_skip }}
+      enable-split: ${{ steps.jobs_to_skip.outputs.enable_split }}
 
   torch-tests:
     needs:
@@ -168,6 +212,7 @@ jobs:
       pytest_markers: torch and not qcut and not finite-diff and not param-shift
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'torch.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   autograd-tests:
@@ -200,6 +245,7 @@ jobs:
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_markers: autograd and not qcut and not finite-diff and not param-shift
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   tf-tests:
@@ -212,7 +258,8 @@ jobs:
            || fromJSON(needs.setup-ci-load.outputs.matrix-max-parallel).default
          }}
       matrix:
-        group: [1, 2, 3]
+        group: >-
+          ${{ needs.setup-ci-load.outputs.enable-split == '1' && fromJSON('[1, 2, 3]') || fromJSON('[1]') }}
         python-version: >-
           ${{
             fromJSON(needs.setup-ci-load.outputs.python-version).tf-tests
@@ -232,12 +279,13 @@ jobs:
       install_pennylane_lightning_master: true
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_markers: tf and not qcut and not finite-diff and not param-shift
-      pytest_additional_args: --splits 3 --group ${{ matrix.group }}
+      pytest_additional_args: ${{ needs.setup-ci-load.outputs.enable-split == '1' && format('--splits {0} --group {1}', '3', matrix.group) || '' }}
       pytest_durations_file_path: '.github/workflows/tf_tests_durations.json'
       pytest_store_durations: ${{ inputs.pytest_store_durations }}
       additional_pip_packages: pytest-split
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'tf.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   jax-tests:
@@ -250,7 +298,7 @@ jobs:
            || fromJSON(needs.setup-ci-load.outputs.matrix-max-parallel).default
          }}
       matrix:
-        group: [1, 2, 3, 4, 5]
+        group: ${{ needs.setup-ci-load.outputs.enable-split == '1' && fromJSON('[1, 2, 3, 4, 5]') || fromJSON('[1]') }}
         python-version: >-
           ${{
             fromJSON(needs.setup-ci-load.outputs.python-version).jax-tests
@@ -270,12 +318,13 @@ jobs:
       install_pennylane_lightning_master: true
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_markers: jax and not qcut and not finite-diff and not param-shift
-      pytest_additional_args: --splits 5 --group ${{ matrix.group }}
-      pytest_durations_file_path: '.github/workflows/jax_tests_durations.json'
+      pytest_additional_args: ${{ needs.setup-ci-load.outputs.enable-split == '1' && format('--splits {0} --group {1}', '5', matrix.group) || '' }}
+      pytest_durations_file_path: .github/workflows/jax_tests_durations.json
       pytest_store_durations: ${{ inputs.pytest_store_durations }}
       additional_pip_packages: pytest-split
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'jax.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   core-tests:
@@ -288,7 +337,7 @@ jobs:
            || fromJSON(needs.setup-ci-load.outputs.matrix-max-parallel).default
          }}
       matrix:
-        group: [1, 2, 3, 4, 5]
+        group: ${{ needs.setup-ci-load.outputs.enable-split && fromJSON('[1, 2, 3, 4, 5]') || fromJSON('[1]') }}
         python-version: >-
           ${{
             fromJSON(needs.setup-ci-load.outputs.python-version).core-tests
@@ -308,12 +357,13 @@ jobs:
       install_pennylane_lightning_master: true
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_markers: core and not qcut and not finite-diff and not param-shift
-      pytest_additional_args: --splits 5 --group ${{ matrix.group }}
-      pytest_durations_file_path: '.github/workflows/core_tests_durations.json'
+      pytest_additional_args: ${{ needs.setup-ci-load.outputs.enable-split == '1' && format('--splits {0} --group {1}', '5', matrix.group ) || '' }}
+      pytest_durations_file_path: .github/workflows/core_tests_durations.json
       pytest_store_durations: ${{ inputs.pytest_store_durations }}
       additional_pip_packages: pytest-split
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'core.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   all-interfaces-tests:
@@ -347,6 +397,7 @@ jobs:
       pytest_markers: all_interfaces
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'all_interfaces.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   external-libraries-tests:
@@ -386,6 +437,7 @@ jobs:
       additional_pip_packages: pyzx matplotlib stim quimb mitiq pennylane-qiskit ply
       requirements_file: ${{ github.event_name == 'schedule' && strategy.job-index == 0 && 'external.txt' || '' }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   qcut-tests:
@@ -419,6 +471,7 @@ jobs:
       pytest_markers: qcut
       additional_pip_packages: kahypar==1.1.7 opt_einsum
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   qchem-tests:
@@ -452,6 +505,7 @@ jobs:
       pytest_markers: qchem
       additional_pip_packages: openfermionpyscf basis-set-exchange
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
   gradients-tests:
     needs:
@@ -486,6 +540,7 @@ jobs:
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_markers: ${{ matrix.config.suite }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   data-tests:
@@ -519,6 +574,7 @@ jobs:
       pytest_markers: data
       additional_pip_packages: h5py
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   device-tests:
@@ -559,6 +615,7 @@ jobs:
       pytest_coverage_flags: ${{ inputs.pytest_coverage_flags }}
       pytest_additional_args: --device=${{ matrix.config.device }} --shots=${{ matrix.config.shots }}
       disable_new_opmath: ${{ inputs.disable_new_opmath }}
+      python_warning_level: ${{ inputs.python_warning_level }}
 
 
   upload-to-codecov:
diff --git a/.github/workflows/package_warnings_as_errors.yml b/.github/workflows/package_warnings_as_errors.yml
new file mode 100644
index 00000000000..dd529e626dc
--- /dev/null
+++ b/.github/workflows/package_warnings_as_errors.yml
@@ -0,0 +1,24 @@
+name: Test-suite with Python warnings as errors
+on:
+  # Scheduled trigger every Sunday at 2:35am UTC
+  schedule:
+  - cron: '35 2 * * 0'
+  workflow_dispatch:
+
+concurrency:
+  group: warnings-as-errors-tests-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  test-warnings-as-errors:
+    strategy:
+      fail-fast: false
+      max-parallel: 1
+    secrets:
+      codecov_token: ${{ secrets.CODECOV_TOKEN }}
+    uses: ./.github/workflows/interface-unit-tests.yml
+    with:
+      branch: ${{ github.ref }}
+      python_warning_level: 'error'
+      pipeline_mode: 'warnings'
+      run_lightened_ci: false
diff --git a/.github/workflows/unit-test.yml b/.github/workflows/unit-test.yml
index 8e11cf86473..4631e03d441 100644
--- a/.github/workflows/unit-test.yml
+++ b/.github/workflows/unit-test.yml
@@ -25,7 +25,7 @@ on:
         type: string
         default: '3.10'
       pipeline_mode:
-        description: The pipeline mode can be unit-tests, benchmarks, or reference-benchmark
+        description: The pipeline mode can be unit-tests, benchmarks, reference-benchmark, or warnings
         required: false
         type: string
         default: 'unit-tests'
@@ -114,6 +114,11 @@ on:
         required: false
         type: string
         default: "False"
+      python_warning_level:
+        description: Sets the default Python warning level as defined by https://docs.python.org/3/using/cmdline.html#envvar-PYTHONWARNINGS
+        required: false
+        type: string
+        default: 'default'
 
 jobs:
   test:
@@ -129,7 +134,7 @@ jobs:
           repository: PennyLaneAI/pennylane
 
       - name: Determine benchmark name
-        if: ${{ inputs.pipeline_mode != 'unit-tests' }}
+        if: ${{ contains(fromJSON('["benchmarks"]'), inputs.pipeline_mode) }}
         id: benchmark_name
         run: |
           job_name="${{ inputs.job_name }}"
@@ -138,7 +143,7 @@ jobs:
           echo "benchmark_name=$_benchmark_name" >> $GITHUB_OUTPUT
 
       - name: Cache reference benchmarks
-        if: ${{ inputs.pipeline_mode != 'unit-tests' }}
+        if: ${{ contains(fromJSON('["benchmarks"]'), inputs.pipeline_mode) }}
         id: benchmark-cache
         uses: actions/cache@v3
         with:
@@ -149,7 +154,7 @@ jobs:
         id: continue
         run: >-
           echo "confirm=${{
-            contains(fromJSON('["unit-tests", "benchmarks"]'), inputs.pipeline_mode)
+            contains(fromJSON('["unit-tests", "benchmarks", "warnings"]'), inputs.pipeline_mode)
             || (inputs.pipeline_mode == 'reference-benchmarks'
             && steps.benchmark-cache.outputs.cache-hit != 'true' )}}" >> $GITHUB_OUTPUT
 
@@ -180,6 +185,8 @@ jobs:
         run: |
           if [[ "$PIPELINE_MODE" =~ .*"benchmarks".* ]]; then
             echo "args=$PYTEST_BENCHMARKS_ARGS $PYTEST_ADDITIONAL_ARGS" >> $GITHUB_OUTPUT
+          elif [[ "$PIPELINE_MODE" =~ .*"warnings".* ]]; then
+            echo "args=$PYTEST_ADDITIONAL_ARGS --continue-on-collection-errors" >> $GITHUB_OUTPUT
           else
             echo "args=$PYTEST_COVERAGE_ARGS $PYTEST_PARALLELISE_ARGS $PYTEST_ADDITIONAL_ARGS $PYTEST_DURATIONS_ARGS $PYTEST_STORE_ARGS" >> $GITHUB_OUTPUT
           fi
@@ -193,7 +200,7 @@ jobs:
           COV_CORE_DATAFILE: .coverage.eager
           TF_USE_LEGACY_KERAS: "1"  # sets to use tf-keras (Keras2) instead of keras (Keras3) when running TF tests
         # Calling PyTest by invoking Python first as that adds the current directory to sys.path
-        run: python -m pytest ${{ inputs.pytest_test_directory }} ${{ steps.pytest_args.outputs.args }} ${{ env.PYTEST_MARKER }} --disable-opmath=${{ inputs.disable_new_opmath }}
+        run: python -m pytest -W ${{ inputs.python_warning_level }} ${{ inputs.pytest_test_directory }} ${{ steps.pytest_args.outputs.args }} ${{ env.PYTEST_MARKER }} --disable-opmath=${{ inputs.disable_new_opmath }}
 
       - name: Upload Durations file as artifact
         if: ${{ inputs.pytest_store_durations == true }}
diff --git a/doc/releases/changelog-dev.md b/doc/releases/changelog-dev.md
index 7b9416d62c3..9d4a79c2e7b 100644
--- a/doc/releases/changelog-dev.md
+++ b/doc/releases/changelog-dev.md
@@ -91,6 +91,9 @@
 
 <h3>Documentation 📝</h3>
 
+* Add reporting of test warnings as failures.
+  [(#6217)](https://github.com/PennyLaneAI/pennylane/pull/6217)
+
 <h3>Bug fixes 🐛</h3>
 
 * Fix a bug where zero-valued JVPs were calculated wrongly in the presence of shot vectors.
diff --git a/pennylane/devices/tests/pytest.ini b/pennylane/devices/tests/pytest.ini
index ba9755e1ca8..7444d17af76 100644
--- a/pennylane/devices/tests/pytest.ini
+++ b/pennylane/devices/tests/pytest.ini
@@ -1,4 +1,4 @@
 [pytest]
 markers =
     skip_unsupported: skip a test if it uses an operation unsupported on a device
-addopts = --benchmark-disable
\ No newline at end of file
+addopts = --benchmark-disable
diff --git a/requirements-ci.txt b/requirements-ci.txt
index 083beaae25f..38b70736dbf 100644
--- a/requirements-ci.txt
+++ b/requirements-ci.txt
@@ -13,3 +13,4 @@ matplotlib
 requests
 rich
 tomli # Drop once minimum Python version is 3.11
+pandas
diff --git a/tests/pytest.ini b/tests/pytest.ini
index 1897c3c65e4..19811af01bf 100644
--- a/tests/pytest.ini
+++ b/tests/pytest.ini
@@ -19,12 +19,7 @@ markers =
     logging: marks tests for pennylane logging
     external: marks tests that require external packages such as matplotlib and PyZX
     catalyst: marks tests for catalyst testing (select with '-m "catalyst"')
-filterwarnings =
-    ignore::DeprecationWarning:autograd.numpy.numpy_wrapper
-    ignore:Casting complex values to real::autograd.numpy.numpy_wrapper
-    ignore:Casting complex values to real discards the imaginary part:UserWarning:torch.autograd
-    ignore:Call to deprecated create function:DeprecationWarning
-    ignore:the imp module is deprecated:DeprecationWarning
-    error::pennylane.PennyLaneDeprecationWarning
 addopts = --benchmark-disable
 xfail_strict=true
+filterwarnings = 
+    error::pennylane.PennyLaneDeprecationWarning