Title,degree,count,Ratio to All Degrees
data scientist,bachelor's,130696,0.3028651409397217
data scientist,master's,115193,0.2669396475811759
data scientist,phd,30825,0.07143155084675065
data scientist,high school,28612,0.06630331006738782
data scientist,certificate,8375,0.01940759897296145
data scientist,associate's,2021,0.004683314331266279
data engineer,bachelor's,79186,0.18349971728631945
data engineer,master's,43867,0.10165410676380894
data engineer,high school,16324,0.03782801738920868
data engineer,certificate,5579,0.012928357572555454
data engineer,associate's,3194,0.007401536850106133
data engineer,phd,3143,0.007283353262330487
data analyst,bachelor's,431532,1.0
data analyst,master's,232864,0.5396216271330979
data analyst,high school,98806,0.22896563870118555
data analyst,certificate,43831,0.10157068305479083
data analyst,associate's,28294,0.06556640063772791
data analyst,phd,17494,0.040539287932297025
machine learning engineer,bachelor's,18558,0.04300492199883207
machine learning engineer,master's,13174,0.03052844285012467
machine learning engineer,high school,3975,0.009211367870748867
machine learning engineer,phd,2637,0.00611078668557604
machine learning engineer,certificate,761,0.0017634845156326762
machine learning engineer,associate's,185,0.00042870517134302905
statistician,bachelor's,36777,0.08522427073774366
statistician,master's,32521,0.07536173447160349
statistician,phd,10028,0.023238137612042676
statistician,high school,7442,0.01724553451424228
statistician,certificate,3479,0.008061974546499448
statistician,associate's,1405,0.0032558419769565176
data entry,bachelor's,183064,0.42421882965805546
data entry,high school,132612,0.30730513611968524
data entry,associate's,56307,0.1304816328800645
data entry,certificate,51621,0.11962264675620811
data entry,master's,43224,0.1001640666277356
data entry,phd,3237,0.007501181835877757