根据 Linkedin 大数据,对三类software engineer 进行了 入职要求 和 薪资区别的研究,结论如下:
1)无 ML 知识的 entry level software engineer 入职的学位比例是:
- BS 46%
- MS 48%
- PhD 3%
- 薪资(25%-75%): $ 67,279 - $ 127,078
2)无 ML 知识的 staff level software engineer 入职的学位比例是:
- BS 34%
- MS 57%
- PhD 5 %
- 薪资(25%-75%): $ 113,100 - $ 174,947
2)ML / AI software engineer 入职的学位比例是:
- BS 30%
- MS 59%
- PhD 11%
- 薪资(25%-75%): $ 155,888 - $ 196,962