diff --git a/build.sbt b/build.sbt
index 9ae7a74..756962a 100644
--- a/build.sbt
+++ b/build.sbt
@@ -30,7 +30,6 @@ lazy val compilerOptions = Seq(
 
 lazy val commonSettings = Defaults.coreDefaultSettings ++ Seq(
   organization := "com.snowplowanalytics",
-  version := "0.3.1",
   scalaVersion := "2.12.10",
   scalacOptions ++= compilerOptions,
   javacOptions ++= Seq("-source", "1.8", "-target", "1.8")
@@ -54,6 +53,10 @@ dockerCommands := dockerCommands.value.map{
   case e => e
 }
 
+import sbtdynver.DynVerPlugin.autoImport._
+ThisBuild / dynverVTagPrefix := false // Otherwise git tags required to have v-prefix
+ThisBuild / dynverSeparator := "-" // to be compatible with docker
+
 lazy val root: Project = project
   .in(file("."))
   .settings(commonSettings)
diff --git a/project/plugins.sbt b/project/plugins.sbt
index ef71e26..219f12a 100644
--- a/project/plugins.sbt
+++ b/project/plugins.sbt
@@ -1,2 +1,3 @@
 addSbtPlugin("org.scalastyle" %% "scalastyle-sbt-plugin" % "1.0.0")
 addSbtPlugin("com.typesafe.sbt" % "sbt-native-packager" % "1.3.12")
+addSbtPlugin("com.dwijnand" % "sbt-dynver" % "4.1.1")