Consultant: Customer-oriented, providing customers with consulting services such as data capture, data analysis, data report and implementation of improvement suggestions, requiring good communication skills and knowledge of SAS, R and other 1-2 data analysis tools (consultants are actually divided into technical and non-technical categories, and technical categories mainly build data platforms for customers).
Data product manager: It is generally unique to Internet companies. Companies with a large amount of data will have their own data products, such as Alibaba's data cube, which mainly focuses on the work of data products from product project establishment, development requirements, product development and testing to product launch (relatively speaking, the data analysis or statistical ability of practitioners is not high, so it belongs to one of the few high-paying positions in the market at present).