Period
to 19 January 2022

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Grafana skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Grafana over the 6 months to 19 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Grafana
UK > England
6 months to
19 Jan 2022
Same period 2021 Same period 2020
Rank 349 388 531
Rank change year-on-year +39 +143 +31
Contract jobs citing Grafana 508 166 195
As % of all contract jobs advertised in England 0.73% 0.49% 0.30%
As % of the Systems Management category 4.50% 2.97% 2.04%
Number of daily rates quoted 356 118 128
10th Percentile £450 £363 £361
25th Percentile £500 £436 £445
Median daily rate (50th Percentile) £600 £525 £545
Median % change year-on-year +14.29% -3.67% +3.81%
75th Percentile £680 £600 £588
90th Percentile £738 £696 £653
UK median daily rate £568 £500 £538
% change year-on-year +13.50% -6.98% +2.38%
Number of hourly rates quoted 7 1 3
10th Percentile £71.25 - £39.00
25th Percentile £73.75 £51.25 £40.13
Median hourly rate £77.50 £52.50 £42.00
Median % change year-on-year +47.62% +25.00% +0.42%
75th Percentile £83.13 £53.75 £46.13
90th Percentile £85.00 - £48.60
UK median hourly rate £77.50 £48.25 £42.00
% change year-on-year +60.62% +14.88% +0.42%

Grafana is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Contract vacancies with a requirement for systems management skills 11,295 5,593 9,564
As % of all contract IT jobs advertised in England 16.18% 16.50% 14.65%
Number of daily rates quoted 8,266 3,959 6,654
10th Percentile £356 £313 £263
25th Percentile £463 £406 £375
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - -
75th Percentile £650 £581 £600
90th Percentile £725 £651 £675
UK median daily rate £550 £500 £500
% change year-on-year +10.00% - -
Number of hourly rates quoted 166 119 237
10th Percentile £14.25 £12.67 £12.44
25th Percentile £15.50 £15.50 £14.00
Median hourly rate £20.00 £23.00 £17.50
Median % change year-on-year -13.04% +31.43% -
75th Percentile £41.65 £48.13 £28.25
90th Percentile £63.25 £61.25 £47.69
UK median hourly rate £21.43 £26.00 £18.25
% change year-on-year -17.60% +42.47% +4.29%

Grafana
Job Vacancy Trend in England

Job postings citing Grafana as a proportion of all IT jobs advertised in England.

Job vacancy trend for Grafana in England

Grafana
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Grafana in England.

Daily rate trend for Grafana in England

Grafana
Daily Rate Histogram in England

Daily rate distribution for jobs citing Grafana in England over the 6 months to 19 January 2022.

Daily rate histogram for Grafana in England

Grafana
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Grafana in England.

Hourly rate trend for Grafana in England

Grafana
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Grafana within the England region over the 6 months to 19 January 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +47 369 £600 +9.09% 74
North of England -24 44 £525 +26.51% 17
North West -27 26 £525 +5.00% 9
South East -67 26 £563 +25.00% 11
Midlands -60 23 £500 +5.04% 13
West Midlands -47 18 £500 +3.41% 12
Yorkshire -30 12 £570 - 7
East of England -39 11 £625 +63.40% 9
South West -44 11 £475 -17.39% 6
North East +1 8 £525 +29.79% 1
East Midlands -36 5 £500 +5.04% 1
Grafana
UK

For the 6 months to 19 January 2022, IT contractor jobs citing Grafana also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Grafana.

1 365 (71.85%) Prometheus
2 313 (61.61%) Kubernetes
3 278 (54.72%) Docker
4 253 (49.80%) AWS
5 249 (49.02%) CI/CD
6 248 (48.82%) DevOps
7 210 (41.34%) Terraform
8 191 (37.60%) Ansible
9 188 (37.01%) Python
10 181 (35.63%) Linux
11 174 (34.25%) Java
12 169 (33.27%) Jenkins
13 151 (29.72%) Azure
14 137 (26.97%) Kafka
15 136 (26.77%) Microservices
16 129 (25.39%) Agile Software Development
17 123 (24.21%) GCP
18 117 (23.03%) Software Engineering
19 100 (19.69%) Continuous Integration
19 100 (19.69%) Finance
20 91 (17.91%) Git (software)
21 90 (17.72%) Site Reliability Engineering
21 90 (17.72%) Infrastructure as Code
22 88 (17.32%) Security Cleared
23 85 (16.73%) TDD
24 84 (16.54%) Scrum
25 79 (15.55%) JavaScript
25 79 (15.55%) Bash
26 77 (15.16%) Kibana
27 75 (14.76%) SQL

Grafana
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 44 (8.66%) nginx
2 39 (7.68%) Elasticsearch
3 23 (4.53%) Confluence
4 22 (4.33%) Apache Airflow
5 21 (4.13%) OpenStack
6 15 (2.95%) Apache
7 14 (2.76%) Tomcat
8 9 (1.77%) Appian
9 7 (1.38%) Apache Spark
10 6 (1.18%) JBoss
11 4 (0.79%) IIS
11 4 (0.79%) WebSphere
12 3 (0.59%) Mule
12 3 (0.59%) WebSphere Application Server
13 2 (0.39%) Apache Solr
13 2 (0.39%) GlassFish
13 2 (0.39%) IBM Domino
13 2 (0.39%) Jetty
13 2 (0.39%) Oracle SOA Suite
14 1 (0.20%) Tornado
Applications
1 2 (0.39%) Microsoft Project
Business Applications
1 3 (0.59%) Magento
2 2 (0.39%) Oracle BPM
2 2 (0.39%) SAP Hybris
3 1 (0.20%) ION MarketView
3 1 (0.20%) Shopify
Cloud Services
1 253 (49.80%) AWS
2 151 (29.72%) Azure
3 123 (24.21%) GCP
4 58 (11.42%) GitHub
5 55 (10.83%) AWS CloudFormation
6 41 (8.07%) Amazon S3
7 27 (5.31%) Amazon ECS
8 24 (4.72%) OpenShift
9 22 (4.33%) Amazon EKS
9 22 (4.33%) Slack
10 21 (4.13%) Amazon EC2
10 21 (4.13%) Serverless
11 20 (3.94%) Amazon CloudWatch
11 20 (3.94%) PaaS
12 15 (2.95%) Datadog
12 15 (2.95%) Route 53
13 14 (2.76%) GitHub Actions
14 11 (2.17%) Azure Cosmos DB
15 10 (1.97%) AWS Lambda
15 10 (1.97%) Azure Monitor
Communications & Networking
1 26 (5.12%) DNS
2 24 (4.72%) Kerberos
3 22 (4.33%) HTTP
3 22 (4.33%) MQTT
4 17 (3.35%) SSL
5 11 (2.17%) Firewall
6 7 (1.38%) VLAN
6 7 (1.38%) VPN
7 5 (0.98%) DHCP
8 4 (0.79%) Broadband
8 4 (0.79%) FTP
8 4 (0.79%) HTTPS
8 4 (0.79%) Skype
8 4 (0.79%) TCP/IP
9 3 (0.59%) Internet
9 3 (0.59%) Radio Access Network
9 3 (0.59%) SMTP
9 3 (0.59%) SNMP
10 2 (0.39%) Cisco ISE
10 2 (0.39%) WinSCP
Database & Business Intelligence
1 60 (11.81%) PostgreSQL
2 51 (10.04%) MongoDB
3 46 (9.06%) NoSQL
4 39 (7.68%) MySQL
5 32 (6.30%) Hadoop
6 26 (5.12%) SQL Server
7 21 (4.13%) Amazon RDS
7 21 (4.13%) Apache Cassandra
7 21 (4.13%) Couchbase
8 20 (3.94%) InfluxDB
8 20 (3.94%) Redis
9 18 (3.54%) Big Data
10 13 (2.56%) Relational Database
11 11 (2.17%) Amazon DynamoDB
12 9 (1.77%) Amazon Aurora
12 9 (1.77%) RDBMS
13 8 (1.57%) Data Warehouse
13 8 (1.57%) MariaDB
13 8 (1.57%) Oracle Database
13 8 (1.57%) Power BI
Development Applications
1 169 (33.27%) Jenkins
2 91 (17.91%) Git (software)
3 74 (14.57%) GitLab
4 61 (12.01%) JIRA
5 51 (10.04%) Gradle
6 44 (8.66%) Maven
7 42 (8.27%) Sonatype Nexus
8 38 (7.48%) Gatling
9 33 (6.50%) SonarQube
10 29 (5.71%) JMeter
11 28 (5.51%) Artifactory
12 21 (4.13%) Selenium
13 16 (3.15%) Bitbucket
13 16 (3.15%) JUnit
13 16 (3.15%) Postman
13 16 (3.15%) Spock
14 15 (2.95%) Mockito
15 13 (2.56%) Cucumber
16 12 (2.36%) Cypress.io
17 10 (1.97%) LoadRunner
General
1 100 (19.69%) Finance
2 66 (12.99%) Social Skills
3 62 (12.20%) Public Sector
4 31 (6.10%) Analytical Skills
5 27 (5.31%) Telecoms
6 20 (3.94%) Banking
6 20 (3.94%) Retail
7 12 (2.36%) Marketing
7 12 (2.36%) Presentation Skills
8 10 (1.97%) Games
9 7 (1.38%) Electronics
9 7 (1.38%) Manufacturing
10 6 (1.18%) Financial Institution
10 6 (1.18%) Legal
11 5 (0.98%) Billing
12 3 (0.59%) Automotive
12 3 (0.59%) Law
13 2 (0.39%) Influencing Skills
14 1 (0.20%) Documentation Skills
14 1 (0.20%) Front Office
Job Titles
1 128 (25.20%) Developer
2 125 (24.61%) DevOps Engineer
3 69 (13.58%) AWS Engineer
4 61 (12.01%) Java Developer
5 55 (10.83%) Site Reliability Engineer
6 50 (9.84%) Senior Developer
7 47 (9.25%) Site Engineer
8 42 (8.27%) Java Engineer
9 37 (7.28%) Software Engineer
10 36 (7.09%) Systems Engineer
11 34 (6.69%) Senior Java Developer
11 34 (6.69%) Senior Java Engineer
12 32 (6.30%) Java Software Engineer
13 29 (5.71%) Senior Java Software Engineer
13 29 (5.71%) Senior Software Engineer
14 28 (5.51%) Linux Engineer
15 26 (5.12%) AWS DevOps
15 26 (5.12%) AWS DevOps Engineer
16 25 (4.92%) Java Software Developer
16 25 (4.92%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 137 (26.97%) Kafka
2 64 (12.60%) Elastic Stack
3 55 (10.83%) .NET
4 41 (8.07%) Web Services
5 40 (7.87%) RESTful
6 39 (7.68%) React
7 32 (6.30%) Spring
8 29 (5.71%) Akka
9 28 (5.51%) Node.js
10 27 (5.31%) RabbitMQ
11 23 (4.53%) Spring Boot
12 22 (4.33%) ActiveMQ
12 22 (4.33%) REST
13 19 (3.74%) HTML
14 18 (3.54%) gRPC
14 18 (3.54%) OAuth
15 16 (3.15%) Play Framework
16 14 (2.76%) JWT
16 14 (2.76%) pytest
16 14 (2.76%) spray
Miscellaneous
1 38 (7.48%) Public Cloud
2 19 (3.74%) Cloud Native
3 17 (3.35%) Management Information System
4 11 (2.17%) Hybrid Cloud
5 8 (1.57%) Clustering
6 7 (1.38%) Data Centre
6 7 (1.38%) Data Protection Act
6 7 (1.38%) Hedge funds
7 6 (1.18%) Linux Command Line
7 6 (1.18%) NVMe
7 6 (1.18%) PKI
8 5 (0.98%) Greenfield Project
8 5 (0.98%) Legacy Applications
8 5 (0.98%) Replication
9 4 (0.79%) Client/Server
9 4 (0.79%) Enterprise Software
9 4 (0.79%) Legacy Systems
9 4 (0.79%) Mobile App
9 4 (0.79%) Private Cloud
10 3 (0.59%) Enterprise Cloud
Operating Systems
1 181 (35.63%) Linux
2 24 (4.72%) Red Hat Enterprise Linux
2 24 (4.72%) Unix
3 22 (4.33%) Windows
4 19 (3.74%) Debian
5 17 (3.35%) Ubuntu
6 7 (1.38%) Windows Server
7 4 (0.79%) Apple iOS
7 4 (0.79%) CentOS
8 3 (0.59%) Android
8 3 (0.59%) Solaris
8 3 (0.59%) VMS
9 2 (0.39%) Windows Server 2008
9 2 (0.39%) Windows Server 2019
Processes & Methodologies
1 249 (49.02%) CI/CD
2 248 (48.82%) DevOps
3 136 (26.77%) Microservices
4 129 (25.39%) Agile Software Development
5 117 (23.03%) Software Engineering
6 100 (19.69%) Continuous Integration
7 90 (17.72%) Infrastructure as Code
7 90 (17.72%) Site Reliability Engineering
8 85 (16.73%) TDD
9 84 (16.54%) Scrum
10 72 (14.17%) BDD
11 66 (12.99%) Test Automation
12 65 (12.80%) Continuous Delivery
13 61 (12.01%) Software Delivery
14 60 (11.81%) Configuration Management
15 57 (11.22%) Pair Programming
16 56 (11.02%) High Availability
17 52 (10.24%) Event-Driven
18 51 (10.04%) Asset Management
19 49 (9.65%) SDLC
Programming Languages
1 188 (37.01%) Python
2 174 (34.25%) Java
3 79 (15.55%) Bash
3 79 (15.55%) JavaScript
4 75 (14.76%) SQL
5 54 (10.63%) Go
6 42 (8.27%) Scala
7 39 (7.68%) C#
8 37 (7.28%) Groovy
9 26 (5.12%) PowerShell
10 20 (3.94%) Ruby
11 18 (3.54%) TypeScript
12 14 (2.76%) Shell Script
13 11 (2.17%) PHP
14 10 (1.97%) VB
15 8 (1.57%) Perl
16 6 (1.18%) Java 8
16 6 (1.18%) PL/SQL
17 5 (0.98%) C++
18 4 (0.79%) C
Qualifications
1 88 (17.32%) Security Cleared
2 64 (12.60%) SC Cleared
3 13 (2.56%) Degree
4 12 (2.36%) DV Cleared
5 11 (2.17%) Computer Science Degree
6 6 (1.18%) AWS Certification
7 4 (0.79%) BPSS Clearance
8 2 (0.39%) CCNA
8 2 (0.39%) CCNP
8 2 (0.39%) Cisco Certification
8 2 (0.39%) ISEB
9 1 (0.20%) DBS Check
9 1 (0.20%) PhD
Quality Assurance & Compliance
1 14 (2.76%) QA
2 12 (2.36%) GDPR
3 9 (1.77%) SLA
4 2 (0.39%) Accessibility
5 1 (0.20%) Actionable Recommendations
5 1 (0.20%) Data Quality
System Software
1 278 (54.72%) Docker
2 36 (7.09%) Active Directory
3 27 (5.31%) NFS
4 14 (2.76%) vCloud
4 14 (2.76%) VMware Infrastructure
5 12 (2.36%) Apache ZooKeeper
6 6 (1.18%) vSphere
7 5 (0.98%) Virtual Machines
8 4 (0.79%) VMware ESXi
9 2 (0.39%) Slurm Workload Manager
9 2 (0.39%) VMware NSX
10 1 (0.20%) HDFS
10 1 (0.20%) KVM
10 1 (0.20%) VirtualBox
10 1 (0.20%) Xen
Systems Management
1 365 (71.85%) Prometheus
2 313 (61.61%) Kubernetes
3 210 (41.34%) Terraform
4 191 (37.60%) Ansible
5 77 (15.16%) Kibana
6 41 (8.07%) Rancher
7 40 (7.87%) Nagios
8 33 (6.50%) Consul
9 31 (6.10%) Opscode Chef
10 30 (5.91%) ZABBIX
11 27 (5.31%) Istio
12 22 (4.33%) Fluentd
13 21 (4.13%) Bosun
14 18 (3.54%) Puppet
15 16 (3.15%) VictorOps
16 14 (2.76%) HAProxy
16 14 (2.76%) logstash
17 10 (1.97%) Argo
17 10 (1.97%) Icinga
17 10 (1.97%) yum
Vendors
1 58 (11.42%) Splunk
2 55 (10.83%) Red Hat
3 50 (9.84%) Google
4 47 (9.25%) Oracle
5 31 (6.10%) Microsoft
6 29 (5.71%) VMware
7 28 (5.51%) Citrix
8 25 (4.92%) Dynatrace
9 24 (4.72%) TOWER Software
10 20 (3.94%) AppDynamics
10 20 (3.94%) Atlassian
11 14 (2.76%) CA
11 14 (2.76%) CyberArk
11 14 (2.76%) Sonatype
12 13 (2.56%) IBM
12 13 (2.56%) New Relic
13 10 (1.97%) PagerDuty
13 10 (1.97%) SAP
14 9 (1.77%) MuleSoft
14 9 (1.77%) Synopsys