Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Grafana skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Grafana over the 6 months to 13 November 2018 with a comparison to the same period in the previous 2 years.

Grafana
UK > England
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 760 958 1099
Rank change year-on-year +198 +141 +174
Permanent jobs citing Grafana 374 212 111
As % of all permanent IT jobs advertised in England 0.25% 0.13% 0.062%
As % of the Systems Management category 2.26% 1.41% 0.70%
Number of salaries quoted 246 176 94
England median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% -14.29%
10th Percentile £42,500 £46,250 £37,500
90th Percentile £85,625 £85,625 £82,625
UK median annual salary £65,000 £64,500 £60,000
% change year-on-year +0.78% +7.50% -14.29%

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

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,537 15,027 15,940
As % of all permanent IT jobs advertised in England 10.91% 8.92% 8.97%
Number of salaries quoted 13,138 12,456 13,021
England median annual salary £55,000 £54,000 £50,000
Median salary % change year-on-year +1.85% +8.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £86,250 £82,500 £78,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Grafana
Job Vacancy Trend in England

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

Job vacancy trend for Grafana in England

Grafana
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Grafana in England.

Salary trend for Grafana in England

Grafana
Salary Histogram in England

The salary distribution of IT jobs citing Grafana in England over the 6 months to 13 November 2018.

Salary histogram for Grafana in England

Grafana
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Grafana within the England region over the 6 months to 13 November 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +144 199 £70,000 - 36
North of England +77 52 £63,750 +15.91% 11
South East +22 49 £45,000 -30.23% 12
East of England +51 45 £62,500 +4.17% 4
North West +44 40 £80,000 - 8
Midlands +46 28 £52,500 - 2
West Midlands +55 23 £68,750 +30.95%
Yorkshire +21 10 £50,000 -9.09% 2
East Midlands - 5 £47,500 - 2
South West +3 3 £45,000 -9.09% 9
North East - 2 £82,500 - 1
Grafana
UK

For the 6 months to 13 November 2018, IT 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 permanent job ads across the England region with a requirement for Grafana.

1 266 (71.12%) Amazon AWS
2 251 (67.11%) DevOps
3 242 (64.71%) Docker
4 212 (56.68%) Python
5 201 (53.74%) Kubernetes
6 197 (52.67%) Ansible
7 187 (50.00%) Agile Software Development
8 179 (47.86%) Linux
9 173 (46.26%) Microsoft Azure
10 171 (45.72%) Terraform
11 157 (41.98%) Puppet
12 156 (41.71%) Prometheus
13 154 (41.18%) Jenkins
14 139 (37.17%) Java
15 128 (34.22%) Configuration Management
16 126 (33.69%) Open Source
17 123 (32.89%) Continuous Integration
18 121 (32.35%) Opscode Chef
18 121 (32.35%) Ruby
18 121 (32.35%) Microservices
19 114 (30.48%) Graphite
20 105 (28.07%) Git (software)
21 103 (27.54%) Packer
22 98 (26.20%) Load Balancing
23 94 (25.13%) Nagios
23 94 (25.13%) Elastic Stack
24 93 (24.87%) Consul
24 93 (24.87%) High Availability
25 92 (24.60%) ZABBIX
26 90 (24.06%) Docker Swarm

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 82 (21.93%) Elasticsearch
2 40 (10.70%) Apache
3 37 (9.89%) Apache Spark
4 29 (7.75%) nginx
5 26 (6.95%) Tomcat
6 13 (3.48%) OpenStack
7 10 (2.67%) Apache Solr
8 4 (1.07%) IIS
8 4 (1.07%) WebSphere
9 3 (0.80%) Apache Airflow
9 3 (0.80%) Confluence
9 3 (0.80%) JBoss
9 3 (0.80%) Luigi
9 3 (0.80%) SharePoint
9 3 (0.80%) Skype for Business
10 1 (0.27%) WebSphere Application Server
Applications
1 6 (1.60%) Mingle
2 1 (0.27%) Microsoft Excel
2 1 (0.27%) Microsoft PowerPoint
Business Applications
1 1 (0.27%) Magento
1 1 (0.27%) Rolfe and Nolan
Cloud Services
1 266 (71.12%) Amazon AWS
2 173 (46.26%) Microsoft Azure
3 74 (19.79%) GitHub
4 48 (12.83%) Google Cloud Platform
5 39 (10.43%) Cloud Computing
6 37 (9.89%) AWS CloudFormation
7 26 (6.95%) Amazon Kinesis
8 21 (5.61%) IaaS
8 21 (5.61%) PaaS
9 20 (5.35%) Amazon EMR
10 19 (5.08%) Amazon CloudWatch
11 18 (4.81%) Serverless
12 15 (4.01%) AWS Lambda
12 15 (4.01%) SaaS
13 11 (2.94%) Datadog
14 9 (2.41%) Amazon EC2
15 8 (2.14%) Amazon S3
15 8 (2.14%) NuGet
16 7 (1.87%) Route 53
16 7 (1.87%) Slack
Communications & Networking
1 76 (20.32%) Firewall
2 70 (18.72%) VPN
3 24 (6.42%) DNS
4 21 (5.61%) HTTP
4 21 (5.61%) TCP/IP
5 13 (3.48%) Wireless
6 10 (2.67%) SNMP
6 10 (2.67%) Wi-Fi
7 6 (1.60%) Network Security
7 6 (1.60%) SAN
7 6 (1.60%) VLAN
8 5 (1.34%) LAN
9 4 (1.07%) Cisco Nexus
9 4 (1.07%) HTTPS
9 4 (1.07%) NAS
10 3 (0.80%) FabricPath
10 3 (0.80%) GoToMeeting
10 3 (0.80%) Skype
10 3 (0.80%) WAN
10 3 (0.80%) WebEx
Database & Business Intelligence
1 87 (23.26%) NoSQL
2 52 (13.90%) MongoDB
3 48 (12.83%) Apache Cassandra
4 46 (12.30%) SQL Server
5 43 (11.50%) InfluxDB
6 39 (10.43%) Redis
7 38 (10.16%) Big Data
8 32 (8.56%) Hadoop
8 32 (8.56%) PostgreSQL
9 26 (6.95%) Apache Hive
9 26 (6.95%) MySQL
10 22 (5.88%) HBase
11 16 (4.28%) Relational Database
12 13 (3.48%) Amazon DynamoDB
13 12 (3.21%) Amazon Aurora
14 10 (2.67%) RDBMS
15 7 (1.87%) Amazon RDS
16 6 (1.60%) Data Lake
17 5 (1.34%) Amazon Redshift
18 4 (1.07%) Oracle Database
Development Applications
1 154 (41.18%) Jenkins
2 105 (28.07%) Git (software)
3 82 (21.93%) Atlassian Bamboo
4 74 (19.79%) Octopus Deploy
5 70 (18.72%) Vagrant
6 60 (16.04%) TeamCity
7 55 (14.71%) Hudson
8 40 (10.70%) Subversion
9 32 (8.56%) GitLab
10 12 (3.21%) Maven
11 11 (2.94%) Artifactory
11 11 (2.94%) git-flow
11 11 (2.94%) Gradle
12 10 (2.67%) Gerrit
12 10 (2.67%) Team Foundation Server
13 9 (2.41%) SonarQube
13 9 (2.41%) Sonatype Nexus
13 9 (2.41%) Visual Studio
13 9 (2.41%) Visual Studio Team System
14 7 (1.87%) Gatling
General
1 53 (14.17%) Finance
2 30 (8.02%) Games
3 23 (6.15%) Banking
4 21 (5.61%) Retail
5 16 (4.28%) Telecoms
6 14 (3.74%) Advertising
7 11 (2.94%) Marketing
8 9 (2.41%) Electronics
8 9 (2.41%) Manufacturing
9 4 (1.07%) Publishing
10 3 (0.80%) Investment Banking
11 2 (0.53%) Automotive
11 2 (0.53%) Law
12 1 (0.27%) Financial Institution
12 1 (0.27%) Front Office
Job Titles
1 137 (36.63%) DevOps Engineer
2 47 (12.57%) Developer
3 45 (12.03%) AWS DevOps
4 33 (8.82%) Platform Engineer
5 29 (7.75%) AWS Engineer
6 25 (6.68%) Data Engineer
7 23 (6.15%) Big Data Engineer
8 22 (5.88%) AWS DevOps Engineer
8 22 (5.88%) Linux Engineer
8 22 (5.88%) Site Reliability Engineer
9 21 (5.61%) .NET Developer
10 20 (5.35%) Cloud Engineer
11 17 (4.55%) Administrator
11 17 (4.55%) Senior Developer
12 16 (4.28%) C# Developer
12 16 (4.28%) Infrastructure Engineer
12 16 (4.28%) Java Engineer
12 16 (4.28%) Site Engineer
13 15 (4.01%) Systems Administrator
14 14 (3.74%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 94 (25.13%) Elastic Stack
2 59 (15.78%) Kafka
3 36 (9.63%) .NET
4 30 (8.02%) RabbitMQ
5 22 (5.88%) Node.js
6 20 (5.35%) PySpark
7 19 (5.08%) .NET Core
8 16 (4.28%) HTML
9 15 (4.01%) AngularJS
10 14 (3.74%) REST
11 13 (3.48%) CSS
11 13 (3.48%) jQuery
12 11 (2.94%) React
12 11 (2.94%) Web Services
13 10 (2.67%) Akka
13 10 (2.67%) Spring
14 9 (2.41%) ASP.NET
14 9 (2.41%) JMS
14 9 (2.41%) LEMP Stack
15 8 (2.14%) Ruby on Rails
Miscellaneous
1 63 (16.84%) Distributed Denial-of-Service
2 38 (10.16%) Fintech
3 33 (8.82%) Computer Science
4 32 (8.56%) Public Cloud
5 22 (5.88%) Analytical Skills
6 11 (2.94%) Data Centre
7 10 (2.67%) Robotics
8 9 (2.41%) Clustering
8 9 (2.41%) Hybrid Cloud
8 9 (2.41%) User Experience
8 9 (2.41%) Virtual Team
9 8 (2.14%) Cloud Native
9 8 (2.14%) Online Gambling
10 7 (1.87%) Blog
10 7 (1.87%) Self-Motivation
11 5 (1.34%) NHS
12 4 (1.07%) Private Cloud
13 3 (0.80%) Algorithms
13 3 (0.80%) Cyberthreat
13 3 (0.80%) Security Operations Centre
Operating Systems
1 179 (47.86%) Linux
2 60 (16.04%) CentOS
3 59 (15.78%) Windows
4 50 (13.37%) Red Hat Enterprise Linux
5 31 (8.29%) Unix
6 26 (6.95%) Windows Server
7 22 (5.88%) Ubuntu
8 8 (2.14%) Amazon Linux
9 5 (1.34%) Windows Server 2008
10 4 (1.07%) AIX
11 3 (0.80%) Debian
11 3 (0.80%) Windows Server 2003
12 2 (0.53%) VMS
13 1 (0.27%) CoreOS
13 1 (0.27%) Mac OS X
13 1 (0.27%) SUSE
13 1 (0.27%) Windows 10
13 1 (0.27%) Windows 7
13 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 251 (67.11%) DevOps
2 187 (50.00%) Agile Software Development
3 128 (34.22%) Configuration Management
4 126 (33.69%) Open Source
5 123 (32.89%) Continuous Integration
6 121 (32.35%) Microservices
7 98 (26.20%) Load Balancing
8 93 (24.87%) High Availability
9 78 (20.86%) IT Strategy
10 74 (19.79%) Continuous Delivery
11 71 (18.98%) User-Centered Design (UCD)
12 66 (17.65%) SIEM
13 62 (16.58%) Mentoring
14 51 (13.64%) Problem-Solving
15 47 (12.57%) Decision-Making
16 46 (12.30%) Scrum
17 45 (12.03%) Software Engineering
18 41 (10.96%) Deployment Automation
19 36 (9.63%) Site Reliability Engineering
20 35 (9.36%) Data Science
Programming Languages
1 212 (56.68%) Python
2 139 (37.17%) Java
3 121 (32.35%) Ruby
4 88 (23.53%) Go
5 80 (21.39%) Bash Shell
6 71 (18.98%) SQL
7 50 (13.37%) PowerShell
8 44 (11.76%) C#
9 33 (8.82%) Scala
10 24 (6.42%) JavaScript
11 15 (4.01%) C++
12 14 (3.74%) Perl
13 11 (2.94%) Groovy
14 7 (1.87%) Kotlin
14 7 (1.87%) PHP
15 5 (1.34%) Lisp
16 4 (1.07%) Lua
16 4 (1.07%) Shell Script
17 3 (0.80%) Java 8
17 3 (0.80%) Korn
Qualifications
1 35 (9.36%) RHCE
2 34 (9.09%) RHCSA
3 25 (6.68%) Degree
4 24 (6.42%) AWS Certification
5 5 (1.34%) Computer Science Degree
5 5 (1.34%) Microsoft Certification
5 5 (1.34%) Security Cleared
6 4 (1.07%) CISSP
6 4 (1.07%) MCSE
7 1 (0.27%) CCNA
7 1 (0.27%) CCNP
7 1 (0.27%) Cisco Certification
7 1 (0.27%) DV Cleared
7 1 (0.27%) MCSA
7 1 (0.27%) RHCT
Quality Assurance & Compliance
1 11 (2.94%) PCI DSS
2 9 (2.41%) QA
3 3 (0.80%) SLA
4 1 (0.27%) ISO/IEC 27001
System Software
1 242 (64.71%) Docker
2 21 (5.61%) HDFS
2 21 (5.61%) VMware Infrastructure
3 11 (2.94%) NFS
4 10 (2.67%) Active Directory
5 6 (1.60%) vSphere
6 3 (0.80%) Ceph
6 3 (0.80%) VMware NSX
7 2 (0.53%) KVM
7 2 (0.53%) LXC
7 2 (0.53%) Varnish
7 2 (0.53%) zsh
8 1 (0.27%) Apache ZooKeeper
8 1 (0.27%) oVirt
8 1 (0.27%) Virtual Machines
8 1 (0.27%) VMware Workstation
8 1 (0.27%) Xen
Systems Management
1 201 (53.74%) Kubernetes
2 197 (52.67%) Ansible
3 171 (45.72%) Terraform
4 157 (41.98%) Puppet
5 156 (41.71%) Prometheus
6 121 (32.35%) Opscode Chef
7 114 (30.48%) Graphite
8 103 (27.54%) Packer
9 94 (25.13%) Nagios
10 93 (24.87%) Consul
11 92 (24.60%) ZABBIX
12 90 (24.06%) Docker Swarm
13 70 (18.72%) Kibana
14 68 (18.18%) Salt
15 67 (17.91%) Opsview
16 48 (12.83%) logstash
17 26 (6.95%) HAProxy
18 20 (5.35%) Icinga
19 19 (5.08%) Rancher
20 16 (4.28%) Graylog
Vendors
1 59 (15.78%) Microsoft
2 55 (14.71%) Red Hat
3 41 (10.96%) Google
4 39 (10.43%) Splunk
5 36 (9.63%) VMware
6 27 (7.22%) Cisco
7 26 (6.95%) New Relic
8 24 (6.42%) Hortonworks
9 19 (5.08%) PagerDuty
10 12 (3.21%) Aruba
10 12 (3.21%) IBM
11 11 (2.94%) Oracle
12 10 (2.67%) Dynatrace
12 10 (2.67%) NetApp
13 9 (2.41%) Atlassian
13 9 (2.41%) SAP
13 9 (2.41%) Siemens
14 8 (2.14%) AppDynamics
15 7 (1.87%) F5
16 6 (1.60%) TOWER Software