diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 00000000..b379249e
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,12 @@
+**/\.*
+!.git
+
+**/target
+**/node_modules
+**/*.iml
+
+*.md
+
+**/Dockerfile
+travis
+mvnw*
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 00000000..45d98cc6
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,34 @@
+#
+# Copyright 2016-2019 The OpenZipkin Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
+# in compliance with the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software distributed under the License
+# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
+# or implied. See the License for the specific language governing permissions and limitations under
+# the License.
+#
+
+FROM maven:3-jdk-11-slim
+
+WORKDIR /code
+COPY . /code
+RUN mvn -B --no-transfer-progress package -DskipTests=true -pl autoconfigure/collector-sqs,autoconfigure/collector-kinesis,autoconfigure/storage-elasticsearch-aws,autoconfigure/storage-xray -am
+
+RUN \
+  cd /code && mkdir -p /zipkin-aws/sqs && cp autoconfigure/collector-sqs/target/zipkin-autoconfigure-collector-sqs-*-module.jar /zipkin-aws/sqs && cd /zipkin-aws/sqs && jar xf *.jar && rm *.jar && \
+  cd /code && mkdir -p /zipkin-aws/kinesis && cp autoconfigure/collector-kinesis/target/zipkin-autoconfigure-collector-kinesis-*-module.jar /zipkin-aws/kinesis && cd /zipkin-aws/kinesis && jar xf *.jar && rm *.jar && \
+  cd /code && mkdir -p /zipkin-aws/elasticsearch-aws && cp autoconfigure/storage-elasticsearch-aws/target/zipkin-autoconfigure-storage-elasticsearch-aws-*-module.jar /zipkin-aws/elasticsearch-aws && cd /zipkin-aws/elasticsearch-aws && jar xf *.jar && rm *.jar && \
+  cd /code && mkdir -p /zipkin-aws/xray && cp autoconfigure/storage-xray/target/zipkin-autoconfigure-storage-xray-*-module.jar /zipkin-aws/xray && cd /zipkin-aws/xray && jar xf *.jar && rm *.jar
+
+FROM openzipkin/zipkin:master
+MAINTAINER Zipkin "https://zipkin.io/"
+
+COPY --from=0 /zipkin-aws/ /zipkin/lib/
+
+RUN echo > .xray_profile
+
+ENV MODULE_OPTS="-Dloader.path=lib/sqs,lib/kinesis,lib/elasticsearch-aws,lib/xray -Dspring.profiles.active=sqs,kinesis,elasticsearch-aws,xray"
diff --git a/pom.xml b/pom.xml
index e67938eb..02be23ba 100644
--- a/pom.xml
+++ b/pom.xml
@@ -357,6 +357,7 @@
           </mapping>
           <excludes>
             <exclude>.travis.yml</exclude>
+            <exclude>.dockerignore</exclude>
             <exclude>.gitignore</exclude>
             <exclude>.mvn/**</exclude>
             <exclude>mvnw*</exclude>