Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Grafana
UK > England
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 858 957 1130
Rank change year-on-year +99 +173 +138
Permanent jobs citing Grafana 281 217 101
As % of all permanent IT jobs advertised in England 0.18% 0.13% 0.054%
As % of the Systems Management category 1.71% 1.47% 0.61%
Number of salaries quoted 212 185 83
England median annual salary £62,500 £65,000 £60,000
Median salary % change year-on-year -3.85% +8.33% -14.29%
10th Percentile £41,325 £45,000 £42,500
90th Percentile £85,000 £87,500 £70,750
UK median annual salary £62,500 £64,500 £60,000
% change year-on-year -3.10% +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 16,465 14,801 16,599
As % of all permanent IT jobs advertised in England 10.43% 8.95% 8.94%
Number of salaries quoted 13,206 12,076 13,660
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +4.17%
10th Percentile £32,000 £31,000 £31,250
90th Percentile £85,000 £82,500 £77,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 20 August 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 20 August 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 +85 159 £70,000 -3.45% 30
North of England +41 37 £50,000 -11.11% 9
East of England +11 30 £63,750 +10.87% 19
South East -1 30 £55,000 -14.73% 15
North West +41 22 £50,000 -16.67% 8
Midlands +40 20 £53,750 +2.38% 2
West Midlands +26 16 £68,750 +30.95%
Yorkshire +27 13 £41,000 -25.45% 1
East Midlands - 4 £50,000 - 2
South West +2 3 £30,000 -36.84% 2
North East - 2 £82,500 -
Grafana
UK

For the 6 months to 20 August 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.

1 200 (71.17%) Amazon AWS
2 172 (61.21%) Docker
3 168 (59.79%) DevOps
4 157 (55.87%) Python
5 141 (50.18%) Ansible
6 131 (46.62%) Kubernetes
7 128 (45.55%) Linux
8 124 (44.13%) Agile Software Development
9 110 (39.15%) Puppet
10 107 (38.08%) Opscode Chef
11 106 (37.72%) Jenkins
12 103 (36.65%) Terraform
13 102 (36.30%) Microsoft Azure
14 99 (35.23%) Prometheus
15 95 (33.81%) Java
16 94 (33.45%) Configuration Management
16 94 (33.45%) Ruby
17 89 (31.67%) Nagios
18 88 (31.32%) ZABBIX
19 87 (30.96%) Bash Shell
20 85 (30.25%) Continuous Integration
21 73 (25.98%) Open Source
21 73 (25.98%) Go
22 72 (25.62%) Graphite
23 66 (23.49%) Elasticsearch
24 61 (21.71%) Firewall
25 58 (20.64%) Salt
26 56 (19.93%) Microservices
26 56 (19.93%) Git (software)
26 56 (19.93%) Windows

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 66 (23.49%) Elasticsearch
2 35 (12.46%) Apache
3 33 (11.74%) nginx
4 24 (8.54%) Apache Spark
5 20 (7.12%) Tomcat
6 8 (2.85%) Confluence
6 8 (2.85%) OpenStack
7 7 (2.49%) Apache Airflow
8 4 (1.42%) Apache Solr
8 4 (1.42%) IIS
9 3 (1.07%) JBoss
9 3 (1.07%) WebSphere
10 1 (0.36%) WebSphere Application Server
Applications
1 2 (0.71%) Mingle
2 1 (0.36%) Microsoft Excel
2 1 (0.36%) Microsoft PowerPoint
Business Applications
1 1 (0.36%) Distributed Ledger
1 1 (0.36%) Magento
Cloud Services
1 200 (71.17%) Amazon AWS
2 102 (36.30%) Microsoft Azure
3 43 (15.30%) Google Cloud Platform
4 40 (14.23%) GitHub
5 26 (9.25%) AWS CloudFormation
6 18 (6.41%) Amazon Kinesis
6 18 (6.41%) PaaS
6 18 (6.41%) SaaS
7 17 (6.05%) IaaS
8 14 (4.98%) Amazon EMR
8 14 (4.98%) AWS Lambda
8 14 (4.98%) Serverless
9 13 (4.63%) Datadog
10 12 (4.27%) Amazon EC2
11 8 (2.85%) Route 53
12 6 (2.14%) Amazon CloudWatch
12 6 (2.14%) Amazon S3
13 5 (1.78%) Amazon ELB
13 5 (1.78%) Fastly
14 4 (1.42%) OpenShift
Communications & Networking
1 61 (21.71%) Firewall
2 54 (19.22%) VPN
3 18 (6.41%) DNS
4 14 (4.98%) HTTP
4 14 (4.98%) TCP/IP
5 9 (3.20%) Wireless
6 6 (2.14%) SAN
7 5 (1.78%) Wi-Fi
8 4 (1.42%) DHCP
8 4 (1.42%) HTTPS
8 4 (1.42%) Network Security
8 4 (1.42%) SNMP
9 3 (1.07%) Internet
9 3 (1.07%) Software-Defined Networking
9 3 (1.07%) SSL
10 2 (0.71%) Cisco ASA
10 2 (0.71%) NAS
10 2 (0.71%) NetScaler
10 2 (0.71%) SSH
10 2 (0.71%) VSAN
Database & Business Intelligence
1 41 (14.59%) Redis
2 38 (13.52%) InfluxDB
2 38 (13.52%) NoSQL
3 35 (12.46%) Apache Cassandra
4 33 (11.74%) MongoDB
5 32 (11.39%) PostgreSQL
6 29 (10.32%) MySQL
7 27 (9.61%) SQL Server
8 26 (9.25%) Big Data
9 19 (6.76%) Hadoop
10 15 (5.34%) Apache Hive
11 13 (4.63%) HBase
12 11 (3.91%) Amazon DynamoDB
12 11 (3.91%) Amazon RDS
13 9 (3.20%) Amazon Aurora
14 7 (2.49%) Neo4j
15 4 (1.42%) MariaDB
15 4 (1.42%) Oracle Database
15 4 (1.42%) Relational Database
16 3 (1.07%) OpenTSDB
Development Applications
1 106 (37.72%) Jenkins
2 56 (19.93%) Git (software)
3 51 (18.15%) Vagrant
4 45 (16.01%) Octopus Deploy
5 41 (14.59%) Atlassian Bamboo
6 37 (13.17%) Hudson
7 31 (11.03%) TeamCity
8 28 (9.96%) Artifactory
9 19 (6.76%) SonarQube
10 18 (6.41%) Gerrit
10 18 (6.41%) git-flow
11 15 (5.34%) GitLab
12 14 (4.98%) Subversion
13 11 (3.91%) JIRA
14 8 (2.85%) CircleCI
15 7 (2.49%) GoCD
15 7 (2.49%) Gradle
15 7 (2.49%) webpack
16 4 (1.42%) Buildbot
16 4 (1.42%) Gatling
General
1 33 (11.74%) Finance
2 21 (7.47%) Games
3 18 (6.41%) Banking
4 12 (4.27%) Marketing
5 11 (3.91%) Retail
6 10 (3.56%) Advertising
7 7 (2.49%) Telecoms
8 5 (1.78%) Electronics
8 5 (1.78%) Manufacturing
9 3 (1.07%) Publishing
10 2 (0.71%) Automotive
10 2 (0.71%) Investment Banking
11 1 (0.36%) Financial Institution
11 1 (0.36%) Front Office
11 1 (0.36%) Law
11 1 (0.36%) Pharmaceutical
Job Titles
1 103 (36.65%) DevOps Engineer
2 34 (12.10%) Developer
3 24 (8.54%) Administrator
4 23 (8.19%) AWS DevOps
4 23 (8.19%) Systems Administrator
5 20 (7.12%) AWS Engineer
5 20 (7.12%) Data Engineer
6 19 (6.76%) Linux Administrator
6 19 (6.76%) Linux Systems Administrator
7 18 (6.41%) Senior DevOps
7 18 (6.41%) Senior DevOps Engineer
8 17 (6.05%) Linux Engineer
9 16 (5.69%) Cloud Engineer
9 16 (5.69%) Reliability Engineer
10 15 (5.34%) AWS DevOps Engineer
11 14 (4.98%) Big Data Engineer
11 14 (4.98%) Linux/Unix DevOps
12 13 (4.63%) Infrastructure Engineer
12 13 (4.63%) Kubernetes Engineer
13 12 (4.27%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 53 (18.86%) Elastic Stack
2 31 (11.03%) Kafka
3 23 (8.19%) Node.js
4 16 (5.69%) Web Services
5 14 (4.98%) RabbitMQ
6 13 (4.63%) .NET
6 13 (4.63%) PySpark
7 12 (4.27%) LEMP Stack
8 11 (3.91%) CSS
8 11 (3.91%) LDAP
9 10 (3.56%) HTML
9 10 (3.56%) LAMP
10 8 (2.85%) .NET Core
10 8 (2.85%) AngularJS
11 7 (2.49%) Django
11 7 (2.49%) Flask
12 6 (2.14%) jQuery
12 6 (2.14%) LAPP Stack
12 6 (2.14%) REST
12 6 (2.14%) Sensu
Miscellaneous
1 44 (15.66%) Distributed Denial-of-Service
2 36 (12.81%) Public Cloud
3 27 (9.61%) Fintech
4 22 (7.83%) Computer Science
5 18 (6.41%) Data Centre
6 10 (3.56%) Algorithms
7 8 (2.85%) Analytical Skills
7 8 (2.85%) Private Cloud
7 8 (2.85%) User Experience
8 7 (2.49%) Cloud Native
8 7 (2.49%) Clustering
8 7 (2.49%) Data Structures
8 7 (2.49%) Online Gambling
9 5 (1.78%) Blog
9 5 (1.78%) Hybrid Cloud
10 4 (1.42%) Online Games
10 4 (1.42%) Robotics
10 4 (1.42%) Social Media
11 3 (1.07%) Hedge funds
11 3 (1.07%) Replication
Operating Systems
1 128 (45.55%) Linux
2 56 (19.93%) Windows
3 34 (12.10%) Unix
4 28 (9.96%) CentOS
5 18 (6.41%) Red Hat Enterprise Linux
6 17 (6.05%) Ubuntu
7 12 (4.27%) Windows Server
8 8 (2.85%) Mac OS X
9 4 (1.42%) Android
9 4 (1.42%) Apple iOS
9 4 (1.42%) Debian
10 3 (1.07%) AIX
11 2 (0.71%) CoreOS
11 2 (0.71%) VyOS
12 1 (0.36%) Mac OS
12 1 (0.36%) Solaris
12 1 (0.36%) Windows 10
Processes & Methodologies
1 168 (59.79%) DevOps
2 124 (44.13%) Agile Software Development
3 94 (33.45%) Configuration Management
4 85 (30.25%) Continuous Integration
5 73 (25.98%) Open Source
6 56 (19.93%) Microservices
7 53 (18.86%) High Availability
8 50 (17.79%) Load Balancing
9 49 (17.44%) Continuous Delivery
10 44 (15.66%) SIEM
11 40 (14.23%) Deployment Automation
12 39 (13.88%) Scrum
13 35 (12.46%) Software Engineering
14 33 (11.74%) Site Reliability Engineering
15 31 (11.03%) Mentoring
15 31 (11.03%) Problem-Solving
16 30 (10.68%) Mathematics
17 28 (9.96%) Decision-Making
17 28 (9.96%) IT Strategy
17 28 (9.96%) TDD
Programming Languages
1 157 (55.87%) Python
2 95 (33.81%) Java
3 94 (33.45%) Ruby
4 87 (30.96%) Bash Shell
5 73 (25.98%) Go
6 36 (12.81%) SQL
7 35 (12.46%) PowerShell
8 29 (10.32%) Scala
9 19 (6.76%) JavaScript
10 17 (6.05%) Perl
11 15 (5.34%) C#
12 14 (4.98%) PHP
13 9 (3.20%) Shell Script
14 6 (2.14%) C++
15 5 (1.78%) Groovy
15 5 (1.78%) Kotlin
16 4 (1.42%) Lua
17 3 (1.07%) Java 8
17 3 (1.07%) Korn
17 3 (1.07%) T-SQL
Qualifications
1 29 (10.32%) Degree
2 14 (4.98%) RHCE
3 12 (4.27%) RHCSA
4 3 (1.07%) Computer Science Degree
5 2 (0.71%) AWS Certification
6 1 (0.36%) CCNA
6 1 (0.36%) Cisco Certification
6 1 (0.36%) CISSP
6 1 (0.36%) DV Cleared
6 1 (0.36%) MCSE
6 1 (0.36%) Microsoft Certification
6 1 (0.36%) PhD
6 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 27 (9.61%) GCP
2 17 (6.05%) PCI DSS
3 6 (2.14%) QA
System Software
1 172 (61.21%) Docker
2 18 (6.41%) VMware Infrastructure
3 15 (5.34%) Active Directory
4 14 (4.98%) HDFS
5 8 (2.85%) KVM
6 6 (2.14%) Varnish
6 6 (2.14%) Virtual Machines
7 4 (1.42%) NFS
8 2 (0.71%) Ceph
8 2 (0.71%) Xen
8 2 (0.71%) XenServer
8 2 (0.71%) zsh
9 1 (0.36%) Apache ZooKeeper
9 1 (0.36%) LXC
9 1 (0.36%) oVirt
9 1 (0.36%) VMware Workstation
Systems Management
1 141 (50.18%) Ansible
2 131 (46.62%) Kubernetes
3 110 (39.15%) Puppet
4 107 (38.08%) Opscode Chef
5 103 (36.65%) Terraform
6 99 (35.23%) Prometheus
7 89 (31.67%) Nagios
8 88 (31.32%) ZABBIX
9 72 (25.62%) Graphite
10 58 (20.64%) Salt
11 55 (19.57%) Consul
12 53 (18.86%) Docker Swarm
13 52 (18.51%) Packer
14 48 (17.08%) logstash
15 45 (16.01%) Kibana
16 44 (15.66%) Opsview
17 29 (10.32%) HAProxy
18 26 (9.25%) Icinga
19 18 (6.41%) Graylog
20 16 (5.69%) Capistrano
Vendors
1 43 (15.30%) Splunk
2 38 (13.52%) VMware
3 32 (11.39%) Red Hat
4 30 (10.68%) Google
5 25 (8.90%) New Relic
6 22 (7.83%) Cisco
7 21 (7.47%) Microsoft
8 15 (5.34%) Hortonworks
9 11 (3.91%) PagerDuty
10 8 (2.85%) Oracle
11 7 (2.49%) IBM
12 6 (2.14%) Aruba
12 6 (2.14%) Atlassian
12 6 (2.14%) Dell
12 6 (2.14%) Dynatrace
13 5 (1.78%) AppDynamics
13 5 (1.78%) F5
13 5 (1.78%) SAP
13 5 (1.78%) SolarWinds
14 4 (1.42%) Citrix