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 321 of 480 jobs that list pay (67%)

Median total comp

$160k

$143k25th–75th percentile$198k

DevOpsn=12

$162k

$136k$188k

SREn=12

$178k

$137k$198k

Platformn=21

$205k

$172k$215k

Cloudn=6

$192k

$155k$218k

Securityn=8

$161k

$136k$181k

Data / MLOpsn=11

$189k

$137k$223k

Tools

Based on 480 job postings

SkillDemand%MoMTrend

#1A

Azure285 of 480 jobs

59%+6850%

#2A

AWS203 of 480 jobs

42%+3780%

#3P

Python187 of 480 jobs

39%+3480%

#4G

GCP163 of 480 jobs

34%+15900%

#5K

Kubernetes156 of 480 jobs

33%+4967%

#6D

Docker128 of 480 jobs

27%+6100%

#7R

Rest116 of 480 jobs

24%+3633%

#8J

Java114 of 480 jobs

24%+5400%

#9T

Terraform94 of 480 jobs

20%+2100%

#10A

Azure-devops93 of 480 jobs

19%+2867%

#11J

Javascript89 of 480 jobs

19%+4200%

#12G

Github85 of 480 jobs

18%+1900%

#13T

Typescript85 of 480 jobs

18%+100%

#14P

Postgres81 of 480 jobs

17%+3800%

#15J

Jenkins67 of 480 jobs

14%+1967%

#16D

Databricks65 of 480 jobs

14%+6300%

#17G

Graphql65 of 480 jobs

14%+100%

#18S

Spark64 of 480 jobs

13%+6200%

#19J

Jira63 of 480 jobs

13%+1833%

#20A

AKS62 of 480 jobs

13%+100%

#21G

Git57 of 480 jobs

12%+5500%

#22G

GKE56 of 480 jobs

12%+100%

#23G

Github-actions53 of 480 jobs

11%+1125%

#24P

Php53 of 480 jobs

11%+100%

#25C

Cloud-run50 of 480 jobs

10%+100%

#26G

Gcs50 of 480 jobs

10%+100%

#27G

Gitlab48 of 480 jobs

10%+4400%

#28A

Ansible45 of 480 jobs

9%+1950%

#29B

Bash45 of 480 jobs

9%+2000%

#30L

Linux44 of 480 jobs

9%+4100%