Just had a meeting with some students looking to outsource some dataset validation work. I had them time themselves for a couple hours doing it themselves, and we found that seeing aside am hour a day for a couple weeks will get them through everything... And they'll end up with higher quality data than they'll get from outsourced validation, with a better idea of the pitfalls of the dataset.