There is another direction to return to employment, that is, the serious IT industry, both foreign and private, but it feels a bit low-level, requiring rich database experience, knowledge of C, Java, SQL and Hadoop.
The other direction is business information consulting companies, foreign companies like Merkle, and similar private enterprises. There is no need to touch the data structure of the special bottom layer. You use SAS, R and other software to do data analysis on some business information, generally for precise marketing. This is a business analyst. You should also have good presentation skills and communication skills. But these companies feel that there is not much recruitment information, so they should pay more attention.
Data mining is actually different from business analysts. The former needs more statistical knowledge, mathematical knowledge and stronger coding ability. Domestic industries that need talents in this field are similar to large insurance companies and banks, and some IT industries such as BAT are also needed.