diff --git a/.gitignore b/.gitignore
index 1bcef8b..11f59bd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -163,5 +163,4 @@ cython_debug/
 .DS_Store
 
 # OER Export JSON and CSV files created
-ocw_api_data.json
-ocw_oer_export.csv
+output/
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..378d0bd
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,42 @@
+FROM python:3.9.6
+
+WORKDIR /tmp
+
+# Add, and run as, non-root user.
+RUN mkdir /src
+RUN adduser --disabled-password --gecos "" --shell /bin/bash mitodl
+
+# Install Python packages
+## Set some poetry config
+ENV  \
+  POETRY_VERSION=1.5.1 \
+  POETRY_VIRTUALENVS_CREATE=false \
+  POETRY_CACHE_DIR='/tmp/cache/poetry' \
+  POETRY_HOME='/home/mitodl/.local' \
+  VIRTUAL_ENV="/opt/venv"
+ENV PATH="$VIRTUAL_ENV/bin:$POETRY_HOME/bin:$PATH"
+
+COPY pyproject.toml /src/
+RUN chown -R mitodl:mitodl /src
+RUN mkdir ${VIRTUAL_ENV} && chown -R mitodl:mitodl ${VIRTUAL_ENV}
+
+## Install poetry itself, and pre-create a venv with predictable name
+USER mitodl
+RUN curl -sSL https://install.python-poetry.org \
+  | \
+  POETRY_VERSION=${POETRY_VERSION} \
+  POETRY_HOME=${POETRY_HOME} \
+  python3 -q
+WORKDIR /src
+RUN python3 -m venv $VIRTUAL_ENV
+RUN poetry install
+
+# Add project
+USER root
+COPY . /src
+WORKDIR /src
+RUN chown -R mitodl:mitodl /src
+
+RUN apt-get clean && apt-get purge
+
+USER mitodl
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..d6341ef
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,11 @@
+version: '3.8'
+
+services:
+  app:
+    build: .
+    image: ocw_oer_export
+    entrypoint: ["python", "-m", "ocw_oer_export.cli"]
+    command: ["--create_csv"]
+    tty: true
+    volumes:
+      - ./output:/output