[interview guide] AI algorithm interview

One 、 Ability analysis of algorithm engineer

1、 Algorithmic capabilities + Engineering capability + Professional capability = Algorithm engineer

 2、AI Algorithm Engineers subdivide

AI Algorithm Research   》 Algorithmic capabilities           Shangtang Research Institute   ,AILab      etc.   The doctor started

AI Algorithmic Engineering   》  Engineering capability         Model level development deployment               Suitable for soft workers ,CS

AI Algorithm application   》  Professional capability         Improve the algorithm based on data and business     Not CS Direction

 3、 The ability required

Solid foundation -->  Algorithm basis , Code base

Algorithm basis ：

machine learning , Deep learning ,SQL& Python   【 Big data , Use big data spark or hive Count 】 【 Some data processing ：Scala,C++】 

Strong learning ability   --> Tool frame , professional knowledge

Pytorch , Tensorflow , Hive , Spark , professional knowledge

Good communication skill   -