diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..f681fbd
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,4 @@
+Dockerfile
+.git/
+tests/
+
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..1223eaa
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,16 @@
+FROM python:3.9-slim-bullseye
+
+WORKDIR /app
+
+COPY . /app/
+
+RUN \
+  apt update && \
+  apt install -y --no-install-recommends gcc libcairo2-dev libgeos-dev && \
+  pip install --upgrade pip && \
+  pip install . && \
+  mkdir -p /maps/cache
+
+VOLUME ["/maps"]
+ENTRYPOINT ["map-machine"]
+