Talend v6 supports the native integration of Spark , this means you don’t need to code in order to process your data.
With Talend Spark jobs you do , for example :
Read files from HDFS , Convert them to Avro, Convert them to Parquet file
Perform a join between tables , Select aggregate .. etc
For DW projects you can build the fact tables using Spark