Desktop Publishers

This score is based on the abilities, knowledge, skills and activites required in order to do the job.

We look at 9 key attributes of an occupation which can't easily be automated. The more an occupation requires these, the less chance there is of it being replaced.

Note that some attributes have a greater weighting than others, so even though an occupation might require quite heavily on a few attributes, this might not be enough to give it an overall safe score. The final score has been generated using a machine learning algorithm, trained using human predictions.

If any attributes are particularly important in order to do this job, they will be listed below.