diff --git a/.github/workflows/jobspy_scraper.yml b/.github/workflows/jobspy_scraper.yml
index 6b748b7..4dadf76 100644
--- a/.github/workflows/jobspy_scraper.yml
+++ b/.github/workflows/jobspy_scraper.yml
@@ -1,10 +1,15 @@
 name: JobSpy Scraper Workflow
 
 on:
-  workflow_dispatch:  # Manual trigger from GitHub or Power Automate
+  workflow_dispatch:  # Allows manual trigger from GitHub or Power Automate
   schedule:
     - cron: '0 */6 * * *'  # Runs every 6 hours
 
+permissions:
+  actions: write
+  contents: read
+  id-token: write
+
 jobs:
   scrape_jobs:
     runs-on: ubuntu-latest
@@ -19,13 +24,25 @@ jobs:
           python-version: '3.10'
 
       - name: Install dependencies
-        run: pip install -r requirements.txt
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
 
       - name: Run JobSpy Scraper
         run: python job_scraper.py
 
-      - name: Upload results to GitHub Artifacts
-        uses: actions/upload-artifact@v3
+      - name: Debug - Check if jobspy_output.csv exists
+        run: |
+          if [ ! -f jobspy_output.csv ]; then
+            echo "❌ ERROR: jobspy_output.csv not found!"
+            exit 1
+          else
+            echo "✅ jobspy_output.csv found, proceeding to upload..."
+          fi
+
+      - name: Upload JobSpy Output as Artifact
+        uses: actions/upload-artifact@v4  # Explicitly using latest version
         with:
           name: jobspy-results
           path: jobspy_output.csv
+
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 1f28b9b..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,151 +0,0 @@
-anyio==4.8.0
-argon2-cffi==23.1.0
-argon2-cffi-bindings==21.2.0
-arrow==1.3.0
-asttokens==3.0.0
-async-lru==2.0.4
-attrs==24.2.0
-babel==2.16.0
-beautifulsoup4==4.12.3
-bleach==6.2.0
-build==1.2.2.post1
-CacheControl==0.14.2
-certifi==2025.1.31
-cffi==1.17.1
-charset-normalizer==3.4.1
-cleo==2.1.0
-colorama==0.4.6
-comm==0.2.2
-contourpy==1.3.1
-crashtest==0.4.1
-cryptography==44.0.2
-cycler==0.12.1
-debugpy==1.8.9
-decorator==5.1.1
-defusedxml==0.7.1
-distlib==0.3.9
-dulwich==0.22.8
-executing==2.1.0
-fastjsonschema==2.21.1
-filelock==3.17.0
-findpython==0.6.2
-fonttools==4.55.3
-fqdn==1.5.1
-fsspec==2024.2.0
-gitdb==4.0.11
-GitPython==3.1.43
-h11==0.14.0
-httpcore==1.0.7
-httpx==0.28.1
-idna==3.10
-installer==0.7.0
-ipykernel==6.29.5
-ipython==8.30.0
-isoduration==20.11.0
-jaraco.classes==3.4.0
-jaraco.context==6.0.1
-jaraco.functools==4.1.0
-jedi==0.19.2
-jeepney==0.9.0
-Jinja2==3.1.4
-joblib==1.4.2
-json5==0.10.0
-jsonpointer==3.0.0
-jsonschema==4.23.0
-jsonschema-specifications==2024.10.1
-jupyter-events==0.10.0
-jupyter-lsp==2.2.5
-jupyter-server-mathjax==0.2.6
-jupyter_client==8.6.3
-jupyter_core==5.7.2
-jupyter_server==2.14.2
-jupyter_server_terminals==0.5.3
-jupyterlab==4.3.3
-jupyterlab_git==0.50.2
-jupyterlab_pygments==0.3.0
-jupyterlab_server==2.27.3
-keyring==25.6.0
-kiwisolver==1.4.7
-MarkupSafe==3.0.2
-matplotlib==3.9.3
-matplotlib-inline==0.1.7
-mistune==3.0.2
-more-itertools==10.6.0
-mpmath==1.3.0
-msgpack==1.1.0
-nbclient==0.10.1
-nbconvert==7.16.4
-nbdime==4.0.2
-nbformat==5.10.4
-nest-asyncio==1.6.0
-networkx==3.2.1
-notebook_shim==0.2.4
-numpy==2.2.0
-overrides==7.7.0
-packaging==24.2
-pandas==2.2.3
-pandocfilters==1.5.1
-parso==0.8.4
-pbs-installer==2025.2.12
-pexpect==4.9.0
-pillow==11.0.0
-pkginfo==1.12.1.2
-platformdirs==4.3.6
-plotly==5.24.1
-poetry==2.1.1
-poetry-core==2.1.1
-poetry-plugin-shell==1.0.1
-prometheus_client==0.21.1
-prompt_toolkit==3.0.48
-psutil==6.1.0
-ptyprocess==0.7.0
-pure_eval==0.2.3
-pycparser==2.22
-Pygments==2.18.0
-pyparsing==3.2.0
-pyproject_hooks==1.2.0
-python-dateutil==2.9.0.post0
-python-json-logger==3.2.0
-pytz==2024.2
-PyYAML==6.0.2
-pyzmq==26.2.0
-RapidFuzz==3.12.2
-referencing==0.35.1
-requests==2.32.3
-requests-toolbelt==1.0.0
-rfc3339-validator==0.1.4
-rfc3986-validator==0.1.1
-rpds-py==0.22.3
-scikit-learn==1.6.0
-scipy==1.14.1
-seaborn==0.13.2
-SecretStorage==3.3.3
-Send2Trash==1.8.3
-setuptools==75.6.0
-shellingham==1.5.4
-six==1.17.0
-smmap==5.0.1
-sniffio==1.3.1
-soupsieve==2.6
-stack-data==0.6.3
-sympy==1.13.1
-tenacity==9.0.0
-terminado==0.18.1
-threadpoolctl==3.5.0
-tinycss2==1.4.0
-tomlkit==0.13.2
-torch==2.5.1+cpu
-tornado==6.4.2
-traitlets==5.14.3
-trove-classifiers==2025.3.3.18
-types-python-dateutil==2.9.0.20241206
-typing_extensions==4.12.2
-tzdata==2024.2
-uri-template==1.3.0
-urllib3==2.3.0
-virtualenv==20.29.2
-wcwidth==0.2.13
-webcolors==24.11.1
-webencodings==0.5.1
-websocket-client==1.8.0
-zstandard==0.23.0