If you want to optimize your job, you should identify which part of the job is taking time. You might want to take a look at the spark UI and identify the operations that are taking time.

while writing data from spark dataframe to PostgreSQL table , it is taking time for large tables which approx, contains 10million records

How many tasks do you see in the Spark UI for the write operation?