diff --git a/.github/workflows/integration_tests.yml b/.github/workflows/integration_tests.yml
index a04572a0b..422dbc2b2 100644
--- a/.github/workflows/integration_tests.yml
+++ b/.github/workflows/integration_tests.yml
@@ -1,33 +1,48 @@
-name: Integration Tests
+name: Unit Tests
 
 on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
   workflow_dispatch:
 
 jobs:
-  build:
+  test:
     runs-on: ubuntu-latest
-    timeout-minutes: 95
+    timeout-minutes: 30
     strategy:
       matrix:
-        python-version: [ 3.9 ]
+        python-version: [3.8, 3.9, '3.10']
 
     steps:
+      - uses: actions/checkout@v2
 
-      - name: Checkout branch
-        uses: actions/checkout@v3
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v3
+      - uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
 
+      - name: Cache Poetry virtualenv
+        uses: actions/cache@v2
+        with:
+          path: ~/.local/share/poetry/virtualenvs/  # Cache Poetry virtualenvs
+          key: ${{ runner.os }}-poetry-${{ hashFiles('pyproject.toml') }}  # Cache key based on project dependencies
+
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
+        with:
+          version: 1.8.2  # Specify your desired Poetry version (pin it for stability)
+          virtualenvs-create: true
+          virtualenvs-in-project: true  # Create venv within project directory
+
       - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install pytest
-          pip install -r requirements.txt
-          pip install pytest-cov
-
-      - name: Test with pytest
-        run: |
-          pytest --cov=fedot -s tests/integration
\ No newline at end of file
+        run: poetry install
+
+      - name: Run tests with pytest
+        run: poetry run pytest --cov=fedot -s tests/integration
+
+      - name: Codecov-coverage
+        uses: codecov/codecov-action@v3
+        with:
+          file: ./coverage.xml
+          flags: unittests