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 673 of 1,630 jobs that list pay (41%)Median total comp
$125k
$92k25th–75th percentile$161k
DevOpsn=30
$123k
$87k$150k
SREn=22
$133k
$95k$182k
Platformn=40
$149k
$118k$205k
Cloudn=23
$101k
$90k$115k
Securityn=18
$113k
$93k$152k
Data / MLOpsn=17
$142k
$113k$212k
Tools
Based on 1,630 job postingsSkillDemand%MoMTrend
#1A47%+12667%
Azure773 of 1,630 jobs
#2A43%+9829%
AWS702 of 1,630 jobs
#3K41%+16575%
Kubernetes672 of 1,630 jobs
#4P38%+12100%
Python616 of 1,630 jobs
#5D26%+10400%
Docker425 of 1,630 jobs
#6G24%+9725%
GCP398 of 1,630 jobs
#7T22%+17450%
Terraform354 of 1,630 jobs
#8J19%+10133%
Java310 of 1,630 jobs
#9R18%+14300%
Rest291 of 1,630 jobs
#10A17%+13250%
Azure-devops270 of 1,630 jobs
#11G16%+13100%
Github266 of 1,630 jobs
#12T16%+13100%
Typescript266 of 1,630 jobs
#13J15%+11650%
Javascript237 of 1,630 jobs
#14G14%+100%
Git222 of 1,630 jobs
#15L13%+10250%
Linux210 of 1,630 jobs
#16P13%+10300%
Postgres210 of 1,630 jobs
#17G12%+18800%
Go191 of 1,630 jobs
#18J11%+17400%
Jira176 of 1,630 jobs
#19J11%+5500%
Jenkins172 of 1,630 jobs
#20G10%+100%
Github-actions166 of 1,630 jobs
#21G10%+3850%
Gitlab162 of 1,630 jobs
#22B9%+14300%
Bash145 of 1,630 jobs
#23K9%+6950%
Kafka143 of 1,630 jobs
#24D9%+13800%
Databricks140 of 1,630 jobs
#25C8%+13400%
Csharp136 of 1,630 jobs
#26A8%+6350%
Ansible131 of 1,630 jobs
#27D8%+100%
Dotnet129 of 1,630 jobs
#28S8%+100%
Spark127 of 1,630 jobs
#29G7%+11900%
Grafana121 of 1,630 jobs
#30P7%+5550%
Prometheus115 of 1,630 jobs