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# Name Associated Skills Number of Jobs Trend Chart
1 software engineer
python 7.0%
java 6.6%
aws 4.9%
javascript 4.1%
kubernetes 3.9%
12,794 [Trend chart placeholder]
2 developer
javascript 22.1%
java 20.2%
python 17.0%
react 16.9%
agile 15.7%
2,694 [Trend chart placeholder]
3 engineer
python 19.9%
aws 15.6%
java 14.5%
react 11.7%
kubernetes 10.9%
2,149 [Trend chart placeholder]
4 data engineer
python 4.1%
sql 3.9%
aws 2.5%
azure 2.1%
data modeling 1.8%
1,371 [Trend chart placeholder]
5 data scientist
python 7.9%
ml 5.5%
sql 5.1%
r 3.2%
aws 2.2%
1,060 [Trend chart placeholder]
6 devops engineer
terraform 6.2%
python 6.2%
kubernetes 5.9%
aws 5.4%
docker 4.9%
932 [Trend chart placeholder]
7 software developer
python 27.7%
java 24.9%
javascript 17.6%
agile 17.5%
c# 16.3%
824 [Trend chart placeholder]
8 engineering manager
aws 2.9%
python 2.6%
azure 2.3%
gcp 2.2%
agile 2.0%
470 [Trend chart placeholder]
9 cloud engineer
terraform 9.5%
azure 8.2%
aws 8.0%
python 8.0%
kubernetes 5.4%
452 [Trend chart placeholder]
10 backend engineer
python 1.8%
java 1.7%
aws 1.5%
postgresql 1.5%
go 1.4%
350 [Trend chart placeholder]
11 frontend engineer
react 10.0%
typescript 8.4%
javascript 6.7%
html 3.8%
jest 2.6%
331 [Trend chart placeholder]
12 infrastructure engineer
azure 9.2%
python 8.8%
aws 8.5%
terraform 6.6%
networking 6.5%
297 [Trend chart placeholder]
13 machine learning engineer
python 7.5%
ml 6.6%
aws 4.1%
algorithms 3.2%
dl 3.1%
232 [Trend chart placeholder]
14 full stack engineer
react 33.3%
typescript 24.3%
aws 22.5%
javascript 21.3%
python 18.6%
204 [Trend chart placeholder]
15 unknown
python 3.6%
java 2.4%
azure 1.8%
aws 1.8%
react 1.7%
201 [Trend chart placeholder]
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