diff --git a/Dockerfile b/Dockerfile
index 54720ef..caa9fb1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,7 +8,7 @@
             perl-inline-c \
             g++ \
             make \
-            cmake gflags-dev snappy-dev zlib-dev zstd-dev lz4-dev bzip2-dev linux-headers \
+            cmake rocksdb-dev gflags-dev snappy-dev zlib-dev zstd-dev lz4-dev bzip2-dev linux-headers \
             curl && \
     set -o pipefail
 
@@ -19,27 +19,13 @@
 RUN git config --global user.email "korap+docker@ids-mannheim.de" && \
     git config --global user.name "Docker"
 
-# Install RocksDB
-RUN export PROCS=$(nproc) && \
-    git clone https://github.com/kupietz/rocksdb.git -b 5.11.fb --single-branch && \
-    cd rocksdb && \
-    mkdir -p build && \
-    cd build && \
-    cmake .. -DWITH_SNAPPY=1 -DWITH_LZ4=1 -DWITH_ZLIB=1 -DWITH_GFLAGS=1 && \
-    make -j $PROCS && \
-    make install && \
-    ln -s /usr/lib/librocksdb.so.5.11.4 /usr/lib/librocksdb.so.5.11
-
-RUN cd /derekovecs && \
-    rm -rf rocksdb
-
-# Install collocatordb
+# Install collocatordb, which builds against the rocksdb package
 RUN git clone "https://korap.ids-mannheim.de/gerrit/ids-kl/collocatordb" && \
     cd collocatordb && \
     mkdir -p build && \
     cd build && \
     cmake .. && \
-    make && \
+    make -j $(nproc) && \
     make install
 
 RUN cd /derekovecs && \