I've done this for a large scientific data reduction task. Each operation at the level of one month needed to be repeated several times to dial in parameters for tossing junk data.
Once the per-month operations were done, all the results were combined into various plots and html pages. There were about 120 months, and running one month took several CPU hours.
I put it all in a makefile. It saved a huge amount of time to not have to repeat all the data reduction (for each month) whenever the plots and subsequent analysis needed to be updated due to an underlying parameter change for a few months' data. I could run make and know that all the per-month changes would roll up correctly to the per-year and overall summaries.
Also, the -j argument to make handled parallelizing the data reduction at zero cost to me.