diff --git a/ci/check_style.sh b/ci/check_style.sh
index 84822c4..3a0a89f 100755
--- a/ci/check_style.sh
+++ b/ci/check_style.sh
@@ -1,9 +1,20 @@
 #!/bin/bash
-# Copyright (c) 2023, NVIDIA CORPORATION
+# Copyright (c) 2023-2024, NVIDIA CORPORATION
 
 set -euo pipefail
 
-pip install pre-commit
+rapids-logger "Create checks conda environment"
+. /opt/conda/etc/profile.d/conda.sh
+
+ENV_YAML_DIR="$(mktemp -d)"
+
+rapids-dependency-file-generator \
+  --output conda \
+  --file_key checks \
+  --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee "${ENV_YAML_DIR}/env.yaml"
+
+rapids-mamba-retry env create --yes -f "${ENV_YAML_DIR}/env.yaml" -n checks
+conda activate checks
 
 # Run pre-commit checks
 pre-commit run --all-files --show-diff-on-failure
diff --git a/ci/test_conda.sh b/ci/test_conda.sh
index 2b272f4..501dc2c 100755
--- a/ci/test_conda.sh
+++ b/ci/test_conda.sh
@@ -6,19 +6,15 @@ set -euo pipefail
 . /opt/conda/etc/profile.d/conda.sh
 
 rapids-logger "Install testing dependencies"
-# TODO: Replace with rapids-dependency-file-generator
-rapids-mamba-retry create -n test \
-    c-compiler \
-    cxx-compiler \
-    cuda-nvcc \
-    cuda-nvrtc \
-    cuda-python \
-    cuda-version=${RAPIDS_CUDA_VERSION%.*} \
-    "numba>=0.58" \
-    make \
-    psutil \
-    pytest \
-    python=${RAPIDS_PY_VERSION}
+
+ENV_YAML_DIR="$(mktemp -d)"
+
+rapids-dependency-file-generator \
+  --output conda \
+  --file_key test \
+  --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee "${ENV_YAML_DIR}/env.yaml"
+
+rapids-mamba-retry env create --yes -f "${ENV_YAML_DIR}/env.yaml" -n test
 
 # Temporarily allow unbound variables for conda activation.
 set +u
diff --git a/ci/test_patch.sh b/ci/test_patch.sh
index 334c257..f397f1c 100755
--- a/ci/test_patch.sh
+++ b/ci/test_patch.sh
@@ -6,15 +6,15 @@ set -euo pipefail
 . /opt/conda/etc/profile.d/conda.sh
 
 rapids-logger "Install testing dependencies"
-# TODO: Replace with rapids-dependency-file-generator
-rapids-mamba-retry create -n test \
-    cuda-nvcc \
-    cuda-nvrtc \
-    cuda-python \
-    cuda-version=${RAPIDS_CUDA_VERSION%.*} \
-    "numba>=0.58" \
-    psutil \
-    python=${RAPIDS_PY_VERSION}
+
+ENV_YAML_DIR="$(mktemp -d)"
+
+rapids-dependency-file-generator \
+  --output conda \
+  --file_key test \
+  --matrix "cuda=${RAPIDS_CUDA_VERSION%.*};arch=$(arch);py=${RAPIDS_PY_VERSION}" | tee "${ENV_YAML_DIR}/env.yaml"
+
+rapids-mamba-retry env create --yes -f "${ENV_YAML_DIR}/env.yaml" -n test
 
 # Temporarily allow unbound variables for conda activation.
 set +u
diff --git a/ci/test_wheel.sh b/ci/test_wheel.sh
index 6cd10a0..cf3a7a8 100755
--- a/ci/test_wheel.sh
+++ b/ci/test_wheel.sh
@@ -3,14 +3,6 @@
 
 set -euo pipefail
 
-rapids-logger "Install testing dependencies"
-# TODO: Replace with rapids-dependency-file-generator
-python -m pip install \
-    "numba>=0.58" \
-    psutil \
-    cuda-python \
-    pytest
-
 rapids-logger "Download Wheel"
 RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
 RAPIDS_PY_WHEEL_NAME="pynvjitlink_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist/
@@ -19,7 +11,7 @@ RAPIDS_TESTS_DIR=${RAPIDS_TESTS_DIR:-"${PWD}/test-results"}/
 mkdir -p "${RAPIDS_TESTS_DIR}"
 
 rapids-logger "Install wheel"
-python -m pip install $(echo ./dist/pynvjitlink_${RAPIDS_PY_CUDA_SUFFIX}*.whl)
+python -m pip install $(echo ./dist/pynvjitlink_${RAPIDS_PY_CUDA_SUFFIX}*.whl)[test]
 
 rapids-logger "Build Tests"
 pushd test_binary_generation