The difference as I see it is that electrical engineers are expected to have a deep knowledge of advanced mathematics, EM fields, semiconductors, control theory, electronics, etc. However, software engineers are not expected to have a deep knowledge of algorithms, category theory, formal languages, etc.

Effectively, companies treat Software Engineers like Electricians not like Electrical Engineers.