Market data

Job Market Trends

Live demand for DevOps, SRE, Platform and Cloud skills — filter by category, country and seniority.

Open Positions

DevOpsSREPlatformCloudSecurityData / MLOps

Salary Bands

Based on 656 of 978 jobs that list pay (67%)

Median total comp

$140k

$114k25th–75th percentile$174k

DevOpsn=21

$138k

$123k$165k

SREn=27

$146k

$124k$183k

Platformn=32

$205k

$147k$225k

Cloudn=15

$154k

$131k$217k

Securityn=15

$135k

$116k$168k

Data / MLOpsn=14

$150k

$115k$219k

Tools

Based on 978 job postings

SkillDemand%MoMTrend

#1A

Azure569 of 978 jobs

58%+4146%

#2A

AWS461 of 978 jobs

47%+4360%

#3P

Python424 of 978 jobs

43%+4000%

#4K

Kubernetes315 of 978 jobs

32%+4271%

#5D

Docker297 of 978 jobs

30%+4700%

#6G

GCP278 of 978 jobs

28%+9000%

#7R

Rest240 of 978 jobs

25%+3200%

#8T

Terraform229 of 978 jobs

23%+3583%

#9G

Git218 of 978 jobs

22%+5250%

#10A

Azure-devops203 of 978 jobs

21%+2033%

#11G

Github192 of 978 jobs

20%+2175%

#12J

Java189 of 978 jobs

19%+4450%

#13J

Javascript165 of 978 jobs

17%+2129%

#14P

Postgres152 of 978 jobs

16%+2800%

#15J

Jira149 of 978 jobs

15%+2250%

#16L

Linux143 of 978 jobs

15%+4500%

#17B

Bash132 of 978 jobs

13%+6300%

#18G

Gitlab125 of 978 jobs

13%+2850%

#19J

Jenkins123 of 978 jobs

13%+2220%

#20T

Typescript121 of 978 jobs

12%+100%

#21A

Ansible115 of 978 jobs

12%+2625%

#22G

Github-actions94 of 978 jobs

10%+1367%

#23W

Windows91 of 978 jobs

9%+4350%

#24D

Dotnet88 of 978 jobs

9%+100%

#25C

Confluence85 of 978 jobs

9%+2600%

#26K

Kafka83 of 978 jobs

8%+100%

#27D

Databricks80 of 978 jobs

8%+7700%

#28E

Ecs79 of 978 jobs

8%+100%

#29P

Powershell79 of 978 jobs

8%+2367%

#30S

Spark77 of 978 jobs

8%+7500%