diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..6d2ba94
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,3 @@
+README.md
+LICENSE
+Dockerfile
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 98c98f4..b0057a9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 azure_sql_exporter
 dist/
+config/
 config.yaml
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..9b96e09
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+FROM alpine:latest as certificates
+RUN apk update && apk add --no-cache ca-certificates && update-ca-certificates
+
+
+FROM golang:1.12 as builder
+ADD . /go/src/github.com/iamseth/azure_sql_exporter
+WORKDIR /go/src/github.com/iamseth/azure_sql_exporter
+RUN CGO_ENABLED=0 go build -ldflags "-X main.Version=$(cat VERSION)"
+
+FROM scratch
+
+# Copy certs from alpine as they don't exist from scratch
+COPY --from=certificates /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/
+COPY --from=builder /go/src/github.com/iamseth/azure_sql_exporter/azure_sql_exporter /app/
+
+WORKDIR /app
+ENTRYPOINT ["/app/azure_sql_exporter"]
diff --git a/Makefile b/Makefile
index 96ed227..b86f8da 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,4 @@
-VERSION := 0.1.0
+VERSION := 0.1.1
 
 LDFLAGS := -X main.Version=$(VERSION)
 GOFLAGS := -ldflags "$(LDFLAGS)"
@@ -26,4 +26,4 @@ format:
 
 .PHONY: docker
 docker:
-	docker run --rm -v "$$PWD":/go/src/github.com/iamseth/azure_sql_exporter -w /go/src/github.com/iamseth/azure_sql_exporter golang:1.6 bash -c make
+	docker build -t benclapp/azure_sql_exporter:$(VERSION) -t benclapp/azure_sql_exporter:latest .
diff --git a/README.md b/README.md
index c19a7d3..0d522c9 100644
--- a/README.md
+++ b/README.md
@@ -54,3 +54,11 @@ databases:
 ## Binary releases
 
 Pre-compiled versions may be found in the [release section](https://github.com/iamseth/azure_sql_exporter/releases).
+
+## Docker
+
+A Dockerfile is provided, or images are available on [Docker Hub](https://hub.docker.com/r/benclapp/azure_sql_exporter/). For example:
+
+```bash
+docker run -d -p 9139:9139 -v ./config.yaml:/config/config.yaml benclapp/azure_sql_exporter:latest -config.file /config/config.yaml
+```
\ No newline at end of file
diff --git a/VERSION b/VERSION
new file mode 100644
index 0000000..6da28dd
--- /dev/null
+++ b/VERSION
@@ -0,0 +1 @@
+0.1.1
\ No newline at end of file