I'm the OP of this. To clarify, I have no prior work experience as a data analyst and my degree is unrelated (Engineering). I basically self-learned database languages and data visualisation tools and managed to do well enough for the test to get an interview with hiring manager. So, i wouldn't consider this a 'tech' offer but would lean more towards 'non-tech' in tech company.