very toxic data science culture, used to be good, but getting worse and worse over the years since COVID when half of the colleagues left. Some data science managers would ask colleagues to change data for positive business outcomes, gaslighting colleagues, lots of workplace bullying and harassment. while most of the data science managers, senior managers, directors of data science know very little about data science and machine learning. People fight for impacts and steal credits from each other given the limited promotion opportunities.