OP here. Appreciate the feedback - the login barrier is definitely something we will take on board. I think some level of identity authentication is a must to counter the scourge of bot traffic, but we will think of ways to be cleverer about this.

With regard to job posting accuracy - absolutely this is a problem. Normalising what different job descriptions actually _mean_ is one of the key challenges we want to solve.