To briefly summarize, automation is the use of machines and computers that reduces human intervention. Big data is a collection of data from various sources, it is related to AI because the more data input into AI the better it becomes. Since AI absorbs the information and learns from them. AI algorithm takes the data input and uses mathematics and logic to produce the output. Gender discrimination in AI not only reflects the pre-existing biases in the society, but it could also reinforce them through automation, hiring system and decision making. This paper is not totally against the use of AI but advocates that artificial intelligence should be used in a more careful, gender responsible way to reduce sexual discrimination in the job field.