The entire paper is already sub-field (AI) in industry (software engineering) specific. No stats are perfect, but I think these ones are pretty damn good for something where peoples role are pretty poorly determined in the first place. Of course you’re welcome to try and find better ones.
The “pure tech” companies I’ve worked at have been roughly equivalent or better than these stats, but at that point I’m sampling from software engineers in general (not having worked at an AI specific company), and my sample is unlikely to be unbiased anyways.
The entire paper is already sub-field (AI) in industry (software engineering) specific. No stats are perfect, but I think these ones are pretty damn good for something where peoples role are pretty poorly determined in the first place. Of course you’re welcome to try and find better ones.
The “pure tech” companies I’ve worked at have been roughly equivalent or better than these stats, but at that point I’m sampling from software engineers in general (not having worked at an AI specific company), and my sample is unlikely to be unbiased anyways.