daniel_sahal
Databricks MVP

@Alejandro Martinez​ 

I would recommend you to go through this video:

https://www.youtube.com/watch?v=daXEp4HmS-E

Especially look through partitions, data skew, spills.

Also IMO the utilization (avg load) should be around 70%. Try to optimize your workload a little bit.