diff --git a/R/dependencies.R b/R/dependencies.R
index f747907..96280a8 100644
--- a/R/dependencies.R
+++ b/R/dependencies.R
@@ -3,8 +3,8 @@ spark_dependencies <- function(spark_version, scala_version, ...) {
     stop(sprintf("Unsupported Scala version '%s'.", scala_version))
   }
   sparklyr::spark_dependency(
-    jars = system.file("java/sparkxgb-3.0-2.12.jar", package = "sparkxgb"),
-    packages = "ml.dmlc:xgboost4j-spark_2.12:2.0.3"
+    jars = package_file("java/sparkxgb-3.0-2.12.jar"),
+    packages = readLines(package_file("maven/scala_212.txt"))
   )
 }