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 1,386 of 3,645 jobs that list pay (38%)Median total comp
$109k
$80k25th–75th percentile$144k
DevOpsn=68
$89k
$77k$125k
SREn=45
$133k
$88k$169k
Platformn=72
$127k
$104k$185k
Cloudn=40
$99k
$80k$138k
Securityn=33
$102k
$82k$135k
Data / MLOpsn=29
$113k
$83k$142k
Tools
Based on 3,645 job postingsSkillDemand%MoMTrend
#1A50%+90900%
Azure1,825 of 3,645 jobs
#2A41%+100%
AWS1,484 of 3,645 jobs
#3K40%+145300%
Kubernetes1,455 of 3,645 jobs
#4P40%+144300%
Python1,447 of 3,645 jobs
#5D28%+102800%
Docker1,031 of 3,645 jobs
#6G22%+100%
GCP807 of 3,645 jobs
#7T22%+79500%
Terraform798 of 3,645 jobs
#8A19%+33500%
Azure-devops677 of 3,645 jobs
#9J19%+67500%
Java677 of 3,645 jobs
#10R19%+33550%
Rest675 of 3,645 jobs
#11G18%+64900%
Git653 of 3,645 jobs
#12G17%+100%
Github611 of 3,645 jobs
#13L16%+58700%
Linux589 of 3,645 jobs
#14J14%+100%
Javascript501 of 3,645 jobs
#15T13%+100%
Typescript469 of 3,645 jobs
#16B12%+41700%
Bash420 of 3,645 jobs
#17P11%+100%
Postgres407 of 3,645 jobs
#18J11%+100%
Jira406 of 3,645 jobs
#19G11%+100%
Gitlab387 of 3,645 jobs
#20G10%+100%
Github-actions355 of 3,645 jobs
#21J9%+34300%
Jenkins345 of 3,645 jobs
#22G9%+33700%
Go340 of 3,645 jobs
#23A9%+100%
Ansible336 of 3,645 jobs
#24C9%+100%
Csharp316 of 3,645 jobs
#25K8%+100%
Kafka306 of 3,645 jobs
#26W8%+28700%
Windows291 of 3,645 jobs
#27D8%+100%
Dotnet283 of 3,645 jobs
#28D7%+100%
Databricks265 of 3,645 jobs
#29N7%+100%
Nodejs257 of 3,645 jobs
#30P7%+11900%
Powershell245 of 3,645 jobs