diff --git a/eng/pack/scripts/nix_arm64_deps.sh b/eng/pack/scripts/nix_arm64_deps.sh
new file mode 100644
index 000000000..770479d13
--- /dev/null
+++ b/eng/pack/scripts/nix_arm64_deps.sh
@@ -0,0 +1,73 @@
+#!/bin/bash
+
+python -m venv .env
+source .env/bin/activate
+python -m pip install --upgrade pip
+
+version_minor=$(echo $1 | cut -d '.' -f 2)
+mkdir -p $BUILD_SOURCESDIRECTORY/deps
+
+# Targeting: grpcio manylinux_2_17_aarch64.whl build
+
+# Starts a docker container using the linux/arm64 platform
+# Inside the container, we perform the same steps as our typical builds
+# However, since we're running them on the linux/arm64 platform, we ensure
+# that we pull in the correct grpc, etc. builds
+docker run --privileged --rm tonistiigi/binfmt --install all
+docker run --name my-arm64-container --platform linux/arm64 \
+      -v ./:/src \
+      -w /src \
+      python:3.$version_minor bash -c "
+        ls -la /src  # debug: see what files exist
+        apt-get update && apt-get install -y git curl && \
+        pip install --upgrade pip && \
+        pip install . && \
+        pip install . --target /src && \
+        pip install invoke && \
+        cd tests && \
+        python -m invoke -c test_setup build-protos && \
+        ls -la /src
+      "
+
+# This copies over the build files from the docker container to the local pipeline
+docker cp my-arm64-container:/src/. $BUILD_SOURCESDIRECTORY/all/
+docker rm my-arm64-container
+
+# From the container, we have many unnecessary files. Here, we only
+# copy over the relevant files to the 'deps/' directory.
+copy_list=(
+  "azure"
+  "azure_functions_worker"
+  "azurefunctions"
+  "dateutil"
+  "google"
+  "grpc"
+  "markupsafe"
+  "proxy_worker"
+  "six.py"
+  "werkzeug"
+)
+
+for dir in "${copy_list[@]}"; do
+      src="$BUILD_SOURCESDIRECTORY/all/$dir"
+      dest="$BUILD_SOURCESDIRECTORY/deps"
+
+      if [ -e $src ]; then
+        echo "Copying $dir..."
+        cp -r $src $dest
+      else
+        echo "Directory $dir not found in deps — skipping"
+      fi
+    done
+
+cp .artifactignore "$BUILD_SOURCESDIRECTORY/deps"
+
+version_minor=$(echo $1 | cut -d '.' -f 2)
+if [[ $version_minor -lt 13 ]]; then
+    cp -r azure_functions_worker/protos "$BUILD_SOURCESDIRECTORY/deps/azure_functions_worker"
+else
+    cp -r proxy_worker/protos "$BUILD_SOURCESDIRECTORY/deps/proxy_worker"
+fi
+
+echo "Listing contents of deps directory:"
+ls -la $BUILD_SOURCESDIRECTORY/deps
\ No newline at end of file
diff --git a/eng/pack/templates/nix_arm64_env_gen.yml b/eng/pack/templates/nix_arm64_env_gen.yml
new file mode 100644
index 000000000..5d3167bd8
--- /dev/null
+++ b/eng/pack/templates/nix_arm64_env_gen.yml
@@ -0,0 +1,103 @@
+parameters:
+  pythonVersion: ''
+  artifactName: ''
+
+steps:
+- task: UsePythonVersion@0
+  inputs:
+    versionSpec: ${{ parameters.pythonVersion }}
+    addToPath: true
+- powershell: |
+    # Parse the Python minor version
+    $PY_VER = "$(pythonVersion)"
+    Write-Host "Python version: $PY_VER"
+    # Extract minor version as integers
+    $versionParts = $PY_VER.Split('.')
+    $PY_MINOR = [int]$versionParts[1]
+    Write-Host "Minor version: $PY_MINOR"
+
+    # Set build-related variables based on Python minor version
+    if( $PY_MINOR -ge 13 )
+    {
+      Write-Host "##vso[task.setvariable variable=workerPath;]$(proxyV4Path)"
+      Write-Host "##vso[task.setvariable variable=proxyWorker;]true"
+    }
+    else
+    {
+      Write-Host "##vso[task.setvariable variable=workerPath;]$(prodV4Path)"
+      Write-Host "##vso[task.setvariable variable=proxyWorker;]false"
+    }
+  displayName: 'Set necessary variables'
+  env:
+    pythonVersion: ${{ parameters.pythonVersion }}
+- powershell: |
+    Write-Host "workerPath: $(workerPath)"
+    Write-Host "proxyWorker: $(proxyWorker)"
+  displayName: 'Display variables'
+- script: |
+    echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+  displayName: 'Docker login to avoid rate limits'
+  env:
+    DOCKER_USERNAME: $(DOCKER_USERNAME)
+    DOCKER_PASSWORD: $(DOCKER_PASSWORD)
+- task: ShellScript@2
+  inputs:
+    disableAutoCwd: true
+    scriptPath: 'eng/pack/scripts/nix_arm64_deps.sh'
+    args: '${{ parameters.pythonVersion }}'
+  displayName: 'Install Dependencies'
+- bash: |
+    pip install pip-audit
+    pip-audit -r requirements.txt
+  displayName: 'Run vulnerability scan'
+  condition: ne(variables['pythonVersion'], '3.7')
+- task: CopyFiles@2
+  inputs:
+    contents: '$(workerPath)'
+    targetFolder: '$(Build.ArtifactStagingDirectory)'
+    flattenFolders: true
+- task: CopyFiles@2
+  inputs:
+    sourceFolder: '$(Build.SourcesDirectory)/deps'
+    contents: |
+      **
+      !grpc_tools/**/*
+      !grpcio_tools*/*
+      !build/**
+      !docs/**
+      !eng/**
+      !python/**
+      !tests/**
+      !setuptools*/**
+      !_distutils_hack/**
+      !distutils-precedence.pth
+      !pkg_resources/**
+      !*.dist-info/**
+      !werkzeug/debug/shared/debugger.js
+      !proxy_worker/**
+    targetFolder: '$(Build.ArtifactStagingDirectory)'
+  condition: eq(variables['proxyWorker'], false)
+  displayName: 'Copy azure_functions_worker files'
+- task: CopyFiles@2
+  inputs:
+    sourceFolder: '$(Build.SourcesDirectory)/deps'
+    contents: |
+      **
+      !grpc_tools/**/*
+      !grpcio_tools*/*
+      !build/**
+      !docs/**
+      !eng/**
+      !python/**
+      !tests/**
+      !setuptools*/**
+      !_distutils_hack/**
+      !distutils-precedence.pth
+      !pkg_resources/**
+      !*.dist-info/**
+      !werkzeug/debug/shared/debugger.js
+      !dateutil/**
+      !azure_functions_worker/**
+    targetFolder: '$(Build.ArtifactStagingDirectory)'
+  condition: eq(variables['proxyWorker'], true)
+  displayName: 'Copy proxy_worker files'
diff --git a/eng/templates/official/jobs/build-artifacts.yml b/eng/templates/official/jobs/build-artifacts.yml
index aab12a746..af6467c12 100644
--- a/eng/templates/official/jobs/build-artifacts.yml
+++ b/eng/templates/official/jobs/build-artifacts.yml
@@ -159,9 +159,9 @@ jobs:
       artifactName: '$(pythonVersion)_OSX_ARM64'
 - job: Build_LINUX_ARM64
   pool:
-    name: Azure Pipelines
-    image: macOS-latest
-    os: macOS
+    name: 1es-pool-azfunc
+    image: 1es-ubuntu-22.04
+    os: linux
   strategy:
     matrix:
       Python39V4:
@@ -181,7 +181,7 @@ jobs:
         targetPath: $(Build.ArtifactStagingDirectory)
         artifactName: "$(pythonVersion)_LINUX_ARM64"
   steps:
-  - template: ../../../pack/templates/nix_env_gen.yml
+  - template: ../../../pack/templates/nix_arm64_env_gen.yml
     parameters:
       pythonVersion: '$(pythonVersion)'
       artifactName: '$(pythonVersion)_LINUX_ARM64'