diff --git a/.gitlab/.gitlab-ci.yml b/.gitlab/.gitlab-ci.yml
index 0e41bfd1e..cbb7eeffb 100644
--- a/.gitlab/.gitlab-ci.yml
+++ b/.gitlab/.gitlab-ci.yml
@@ -3,6 +3,9 @@ include:
   - template: Security/License-Scanning.gitlab-ci.yml
   - template: Security/Dependency-Scanning.gitlab-ci.yml
 
+variables:
+  GO_VERSION: 1.16.3
+
 stages:
   - test
   - build
@@ -121,4 +124,20 @@ build for darwin arm64:
     - go build -o featurebase_darwin_arm64 ./cmd/featurebase
   artifacts:
     paths:
-      - featurebase_darwin_arm64
\ No newline at end of file
+      - featurebase_darwin_arm64
+
+# Build a Docker image with CI/CD and push to the GitLab registry.
+build container fb:
+  image: docker:latest
+  stage: build
+  services:
+    - docker:dind
+  script:
+    - |
+      docker build 
+      --build-arg GO_VERSION=$(GO_VERSION)
+      --tag featurebase:$(VERSION) .
+    - docker push "$CI_REGISTRY_IMAGE${tag}"
+    - @echo Created docker image: featurebase:$(VERSION)
+
+
diff --git a/.gitlab/Dockerfile b/.gitlab/Dockerfile
new file mode 100644
index 000000000..115855034
--- /dev/null
+++ b/.gitlab/Dockerfile
@@ -0,0 +1,56 @@
+ARG GO_VERSION=latest
+
+#######################
+### Lattice builder ###
+#######################
+
+FROM moleculacorp/nodejs:latest as lattice-builder
+WORKDIR /lattice
+
+COPY lattice/package.json ./
+COPY lattice/yarn.lock ./
+RUN yarn install
+
+COPY lattice ./
+RUN yarn build
+
+######################
+### Pilosa builder ###
+######################
+
+FROM golang:${GO_VERSION} as pilosa-builder
+ARG MAKE_FLAGS
+WORKDIR /pilosa
+
+RUN go get github.com/rakyll/statik
+
+COPY . ./
+COPY --from=lattice-builder /lattice/build /lattice
+RUN /go/bin/statik -src=/lattice -dest=/pilosa
+
+RUN make build FLAGS="-o build/featurebase" ${MAKE_FLAGS}
+
+#####################
+### Pilosa runner ###
+#####################
+
+FROM alpine:3.13.2 as runner
+
+LABEL maintainer "dev@molecula.com"
+
+RUN apk add --no-cache curl jq
+
+COPY --from=pilosa-builder /pilosa/build/featurebase /
+
+COPY LICENSE /LICENSE
+COPY NOTICE /NOTICE
+
+EXPOSE 10101
+VOLUME /data
+
+ENV PILOSA_DATA_DIR /data
+ENV PILOSA_BIND 0.0.0.0:10101
+ENV PILOSA_BIND_GRPC 0.0.0.0:20101
+
+ENTRYPOINT ["/featurebase"]
+CMD ["server"]