Period
to 15 January 2019

The following table provides summary statistics for permanent job vacancies 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 15 January 2019 with a comparison to the same period in the previous 2 years.

Grafana
UK
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 761 991 1050
Rank change year-on-year +230 +59 +192
Permanent jobs citing Grafana 356 183 147
As % of all permanent IT jobs advertised in the UK 0.24% 0.11% 0.084%
As % of the Systems Management category 2.08% 1.18% 0.95%
Number of salaries quoted 244 152 138
UK median annual salary £63,125 £60,000 £60,000
Median salary % change year-on-year +5.21% - +14.29%
10th Percentile £42,500 £36,000 £38,375
90th Percentile £87,500 £87,500 £76,625
UK excluding London median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% +10.00%

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 17,101 15,562 15,476
As % of all permanent IT jobs advertised in the UK 11.31% 9.03% 8.84%
Number of salaries quoted 13,398 12,733 12,504
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £87,500 £82,500 £80,000
UK excluding London median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +4.65%

Grafana
Job Vacancy Trend

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

Job vacancy trend for Grafana in the UK

Grafana
Salary Trend

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

Salary trend for Grafana in the UK

Grafana
Salary Histogram

The salary distribution of IT jobs citing Grafana over the 6 months to 15 January 2019.

Salary histogram for Grafana in the UK

Grafana
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Grafana within the UK over the 6 months to 15 January 2019. 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
England +239 351 £65,000 +0.78% 62
London +125 179 £70,000 - 29
UK excluding London +138 177 £55,000 -8.33% 36
East of England +58 51 £60,000 - 7
North of England +73 47 £55,000 +59.42% 8
South East +45 47 £45,000 -30.23% 7
North West +65 37 £75,000 +117.39% 3
Midlands +58 22 £50,000 +33.33% 6
West Midlands +52 16 £70,000 +86.67% 3
Yorkshire +33 10 £50,000 +33.33% 5
East Midlands - 6 £47,500 - 3
South West +2 5 £50,000 +1.01% 5
Scotland -3 2 £57,500 -4.17% 1
Northern Ireland -18 2 - -
Wales - 1 £50,000 - 2

For the 6 months to 15 January 2019, 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 with a requirement for Grafana.

1 246 (69.10%) DevOps
2 238 (66.85%) Amazon AWS
3 231 (64.89%) Docker
4 196 (55.06%) Python
5 189 (53.09%) Kubernetes
6 179 (50.28%) Ansible
7 174 (48.88%) Linux
8 170 (47.75%) Microsoft Azure
9 167 (46.91%) Prometheus
10 164 (46.07%) Agile Software Development
11 153 (42.98%) Terraform
12 147 (41.29%) Puppet
13 146 (41.01%) Jenkins
14 118 (33.15%) Java
15 116 (32.58%) Configuration Management
16 113 (31.74%) Microservices
17 107 (30.06%) Continuous Integration
18 106 (29.78%) Graphite
18 106 (29.78%) Open Source
18 106 (29.78%) Git (software)
19 105 (29.49%) Ruby
20 104 (29.21%) Opscode Chef
21 96 (26.97%) Elastic Stack
22 91 (25.56%) Packer
23 86 (24.16%) NoSQL
24 83 (23.31%) High Availability
24 83 (23.31%) Load Balancing
25 80 (22.47%) SQL
26 78 (21.91%) Consul
27 74 (20.79%) Atlassian Bamboo

Grafana
Co-occurring IT Skills 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 69 (19.38%) Elasticsearch
2 29 (8.15%) Apache Spark
3 27 (7.58%) Apache
4 21 (5.90%) nginx
5 14 (3.93%) Tomcat
6 9 (2.53%) Apache Solr
7 7 (1.97%) OpenStack
8 4 (1.12%) WebSphere
9 3 (0.84%) Apache Airflow
9 3 (0.84%) Luigi
9 3 (0.84%) SharePoint
9 3 (0.84%) Skype for Business
10 2 (0.56%) Apache Pig
10 2 (0.56%) IIS
10 2 (0.56%) JBoss
11 1 (0.28%) Confluence
Applications
1 4 (1.12%) Mingle
Business Applications
1 1 (0.28%) Rolfe and Nolan
Cloud Services
1 238 (66.85%) Amazon AWS
2 170 (47.75%) Microsoft Azure
3 72 (20.22%) GitHub
4 42 (11.80%) Cloud Computing
5 35 (9.83%) Google Cloud Platform
6 25 (7.02%) AWS CloudFormation
7 21 (5.90%) Amazon CloudWatch
8 20 (5.62%) Serverless
9 19 (5.34%) Amazon Kinesis
10 17 (4.78%) AWS Lambda
10 17 (4.78%) Datadog
11 16 (4.49%) IaaS
11 16 (4.49%) PaaS
12 15 (4.21%) Amazon EMR
12 15 (4.21%) SaaS
13 8 (2.25%) Amazon EC2
13 8 (2.25%) NuGet
13 8 (2.25%) Slack
14 7 (1.97%) Amazon ElastiCache
14 7 (1.97%) Amazon S3
Communications & Networking
1 55 (15.45%) Firewall
2 51 (14.33%) VPN
3 20 (5.62%) TCP/IP
4 16 (4.49%) Wireless
5 15 (4.21%) DNS
5 15 (4.21%) HTTP
6 13 (3.65%) Wi-Fi
7 8 (2.25%) SNMP
8 5 (1.40%) LAN
9 4 (1.12%) Cisco Nexus
9 4 (1.12%) HTTPS
9 4 (1.12%) Network Security
9 4 (1.12%) SAN
9 4 (1.12%) VLAN
10 3 (0.84%) FabricPath
10 3 (0.84%) GoToMeeting
10 3 (0.84%) Skype
10 3 (0.84%) WAN
10 3 (0.84%) WebEx
11 2 (0.56%) DHCP
Database & Business Intelligence
1 86 (24.16%) NoSQL
2 50 (14.04%) MongoDB
3 41 (11.52%) SQL Server
4 34 (9.55%) Apache Cassandra
5 33 (9.27%) Redis
6 30 (8.43%) Big Data
7 28 (7.87%) InfluxDB
7 28 (7.87%) PostgreSQL
8 24 (6.74%) MySQL
9 22 (6.18%) Hadoop
10 19 (5.34%) Apache Hive
11 15 (4.21%) HBase
12 14 (3.93%) Relational Database
13 11 (3.09%) Amazon DynamoDB
14 9 (2.53%) Amazon Aurora
15 8 (2.25%) Blockchain
15 8 (2.25%) RDBMS
16 6 (1.69%) Data Lake
17 5 (1.40%) Amazon Redshift
17 5 (1.40%) Couchbase
Development Applications
1 146 (41.01%) Jenkins
2 106 (29.78%) Git (software)
3 74 (20.79%) Atlassian Bamboo
4 70 (19.66%) Octopus Deploy
5 64 (17.98%) TeamCity
6 52 (14.61%) Vagrant
7 40 (11.24%) Hudson
7 40 (11.24%) Subversion
8 33 (9.27%) GitLab
9 18 (5.06%) Gradle
10 15 (4.21%) Maven
11 13 (3.65%) Visual Studio Team System
12 12 (3.37%) Sonatype Nexus
12 12 (3.37%) Travis CI
13 11 (3.09%) Visual Studio
14 10 (2.81%) Team Foundation Server
15 9 (2.53%) GoCD
16 8 (2.25%) JIRA
17 7 (1.97%) git-flow
17 7 (1.97%) SonarQube
General
1 49 (13.76%) Finance
2 24 (6.74%) Games
3 22 (6.18%) Retail
4 18 (5.06%) Telecoms
5 11 (3.09%) Banking
6 10 (2.81%) Electronics
6 10 (2.81%) Marketing
7 9 (2.53%) Manufacturing
8 6 (1.69%) Advertising
9 2 (0.56%) Publishing
10 1 (0.28%) Financial Institution
10 1 (0.28%) Investment Banking
10 1 (0.28%) Law
Job Titles
1 140 (39.33%) DevOps Engineer
2 52 (14.61%) AWS DevOps
3 45 (12.64%) Developer
4 41 (11.52%) AWS Engineer
5 35 (9.83%) Platform Engineer
6 29 (8.15%) AWS DevOps Engineer
7 23 (6.46%) Linux Engineer
7 23 (6.46%) Site Reliability Engineer
8 22 (6.18%) .NET Developer
9 18 (5.06%) Cloud Engineer
9 18 (5.06%) Site Engineer
10 17 (4.78%) C# Developer
10 17 (4.78%) Data Engineer
11 16 (4.49%) Java Developer
12 15 (4.21%) Infrastructure Engineer
12 15 (4.21%) Senior Developer
13 14 (3.93%) Big Data Engineer
13 14 (3.93%) C# .NET Developer
14 12 (3.37%) Senior DevOps
14 12 (3.37%) Wireless Engineer
Libraries, Frameworks & Software Standards
1 96 (26.97%) Elastic Stack
2 51 (14.33%) Kafka
3 40 (11.24%) .NET
4 35 (9.83%) RabbitMQ
5 25 (7.02%) Node.js
6 19 (5.34%) REST
7 18 (5.06%) .NET Core
8 16 (4.49%) React
8 16 (4.49%) Web Services
9 13 (3.65%) AngularJS
10 12 (3.37%) HTML
10 12 (3.37%) JMS
10 12 (3.37%) RESTful
11 11 (3.09%) PySpark
12 10 (2.81%) Akka
12 10 (2.81%) Redux
12 10 (2.81%) Spring
13 8 (2.25%) .NET Framework
13 8 (2.25%) jQuery
13 8 (2.25%) Ruby on Rails
Miscellaneous
1 42 (11.80%) Distributed Denial-of-Service
2 36 (10.11%) Fintech
3 24 (6.74%) Public Cloud
4 23 (6.46%) Analytical Skills
5 13 (3.65%) Robotics
6 9 (2.53%) Data Centre
7 8 (2.25%) Clustering
7 8 (2.25%) Hybrid Cloud
7 8 (2.25%) NHS
7 8 (2.25%) User Experience
8 6 (1.69%) Self-Motivation
8 6 (1.69%) Virtual Team
9 5 (1.40%) Blog
9 5 (1.40%) Online Gambling
10 4 (1.12%) Cloud Native
10 4 (1.12%) Mainframe
10 4 (1.12%) Private Cloud
11 3 (0.84%) Cyberthreat
11 3 (0.84%) Digital Media
11 3 (0.84%) Security Operations Centre
Operating Systems
1 174 (48.88%) Linux
2 54 (15.17%) CentOS
3 51 (14.33%) Windows
4 45 (12.64%) Red Hat Enterprise Linux
5 28 (7.87%) Windows Server
6 26 (7.30%) Unix
7 17 (4.78%) Ubuntu
8 8 (2.25%) Amazon Linux
9 5 (1.40%) Windows Server 2008
10 4 (1.12%) VMS
11 3 (0.84%) AIX
11 3 (0.84%) Windows Server 2003
12 2 (0.56%) Debian
13 1 (0.28%) SUSE
13 1 (0.28%) Windows 10
13 1 (0.28%) Windows 7
13 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 246 (69.10%) DevOps
2 164 (46.07%) Agile Software Development
3 116 (32.58%) Configuration Management
4 113 (31.74%) Microservices
5 107 (30.06%) Continuous Integration
6 106 (29.78%) Open Source
7 83 (23.31%) High Availability
7 83 (23.31%) Load Balancing
8 71 (19.94%) IT Strategy
9 64 (17.98%) User-Centered Design (UCD)
10 63 (17.70%) Continuous Delivery
11 54 (15.17%) Mentoring
12 48 (13.48%) Problem-Solving
13 46 (12.92%) SIEM
14 41 (11.52%) Software Engineering
15 38 (10.67%) Decision-Making
16 37 (10.39%) Computer Science
16 37 (10.39%) Deployment Automation
17 35 (9.83%) Test Automation
18 32 (8.99%) Scrum
Programming Languages
1 196 (55.06%) Python
2 118 (33.15%) Java
3 105 (29.49%) Ruby
4 80 (22.47%) SQL
5 67 (18.82%) Bash Shell
5 67 (18.82%) Go
6 48 (13.48%) C#
7 46 (12.92%) PowerShell
8 30 (8.43%) JavaScript
9 26 (7.30%) Scala
10 18 (5.06%) C++
11 14 (3.93%) Perl
12 11 (3.09%) Groovy
13 7 (1.97%) Kotlin
13 7 (1.97%) PHP
14 5 (1.40%) Lisp
15 4 (1.12%) Lua
15 4 (1.12%) Shell Script
16 2 (0.56%) C
16 2 (0.56%) T-SQL
Qualifications
1 32 (8.99%) RHCE
2 31 (8.71%) RHCSA
3 28 (7.87%) AWS Certification
4 26 (7.30%) Degree
5 7 (1.97%) Computer Science Degree
5 7 (1.97%) Security Cleared
6 5 (1.40%) Microsoft Certification
7 4 (1.12%) CISSP
7 4 (1.12%) MCSE
8 1 (0.28%) CCNA
8 1 (0.28%) CCNP
8 1 (0.28%) Cisco Certification
8 1 (0.28%) DV Cleared
8 1 (0.28%) MCSA
8 1 (0.28%) RHCT
8 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 13 (3.65%) QA
2 7 (1.97%) PCI DSS
3 3 (0.84%) SLA
4 1 (0.28%) ISO/IEC 27001
System Software
1 231 (64.89%) Docker
2 17 (4.78%) VMware Infrastructure
3 12 (3.37%) HDFS
4 11 (3.09%) NFS
5 9 (2.53%) Active Directory
6 6 (1.69%) vSphere
7 4 (1.12%) LXC
8 3 (0.84%) Ceph
8 3 (0.84%) VMware NSX
9 2 (0.56%) Varnish
10 1 (0.28%) Apache ZooKeeper
10 1 (0.28%) KVM
Systems Management
1 189 (53.09%) Kubernetes
2 179 (50.28%) Ansible
3 167 (46.91%) Prometheus
4 153 (42.98%) Terraform
5 147 (41.29%) Puppet
6 106 (29.78%) Graphite
7 104 (29.21%) Opscode Chef
8 91 (25.56%) Packer
9 78 (21.91%) Consul
10 72 (20.22%) Docker Swarm
11 69 (19.38%) ZABBIX
12 67 (18.82%) Nagios
13 53 (14.89%) Opsview
14 51 (14.33%) Kibana
15 46 (12.92%) Salt
16 30 (8.43%) logstash
17 18 (5.06%) HAProxy
18 15 (4.21%) Rancher
19 14 (3.93%) Graylog
20 9 (2.53%) Icinga
Vendors
1 55 (15.45%) Microsoft
2 43 (12.08%) Red Hat
3 39 (10.96%) Splunk
4 30 (8.43%) Google
5 29 (8.15%) New Relic
6 28 (7.87%) Cisco
6 28 (7.87%) VMware
7 20 (5.62%) PagerDuty
8 15 (4.21%) Aruba
9 14 (3.93%) Hortonworks
10 12 (3.37%) Siemens
11 11 (3.09%) Oracle
12 10 (2.81%) IBM
13 9 (2.53%) SAP
14 8 (2.25%) Dynatrace
14 8 (2.25%) NetApp
15 7 (1.97%) Atlassian
16 6 (1.69%) F5
16 6 (1.69%) Rackspace
16 6 (1.69%) TOWER Software