My job also involves a lot of time cleaning and structuring data, and I agree. I've been able to automate some parts of a cleaning/transforming process within t

My job also involves a lot of time cleaning and structuring data, and I agree. I've been able to automate some parts of a cleaning/transforming process within the same domain but it would be very rare for that same process to be applicable to another domain without modification (and extensive consultation with the subject experts).