Period
to 12 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Graphite skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Graphite over the 6 months to 12 December 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
12 Dec 2019
Same period 2018 Same period 2017
Rank 911 887 1106
Rank change year-on-year -24 +219 -102
Permanent jobs citing Graphite 115 226 89
As % of all permanent IT jobs advertised in England 0.093% 0.15% 0.053%
As % of the Systems Management category 0.73% 1.35% 0.59%
Number of salaries quoted 61 105 82
England median annual salary £75,000 £62,500 £60,000
Median salary % change year-on-year +20.00% +4.17% +9.09%
10th Percentile £50,000 £39,150 £33,750
90th Percentile £86,250 £80,250 £93,750
UK median annual salary £75,000 £62,500 £60,000
% change year-on-year +20.00% +4.17% +9.09%

Graphite 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 15,820 16,726 15,134
As % of all permanent IT jobs advertised in England 12.86% 11.28% 9.01%
Number of salaries quoted 12,222 13,241 12,536
England median annual salary £60,000 £55,000 £54,000
Median salary % change year-on-year +9.09% +1.85% +4.94%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £93,750 £87,500 £82,500
UK median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% +5.00%

Graphite
Job Vacancy Trend in England

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

Job vacancy trend for Graphite in England

Graphite
Salary Trend in England

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

Salary trend for Graphite in England

Graphite
Salary Histogram in England

The salary distribution of IT jobs citing Graphite in England over the 6 months to 12 December 2019.

Salary histogram for Graphite in England

Graphite
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the England region over the 6 months to 12 December 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
London +63 85 £77,500 +14.81% 11
North of England +14 12 £65,000 - 4
Midlands +29 9 £60,000 +4.35% 1
West Midlands +17 9 £60,000 +4.35% 1
North West -8 8 £65,000 - 2
Yorkshire +23 4 £60,000 +41.18% 2
South West +11 4 £65,000 -7.14%
South East +45 2 £60,000 +42.86%
East of England +37 1 - -
Graphite
UK

For the 6 months to 12 December 2019, IT jobs citing Graphite 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 Graphite.

1 106 (92.17%) Ansible
2 105 (91.30%) DevOps
2 105 (91.30%) Jenkins
3 104 (90.43%) Docker
4 102 (88.70%) Python
5 101 (87.83%) Puppet
6 94 (81.74%) Azure
7 93 (80.87%) AWS
8 88 (76.52%) Atlassian Bamboo
8 88 (76.52%) Grafana
9 84 (73.04%) Linux
10 79 (68.70%) Ruby
10 79 (68.70%) Terraform
11 78 (67.83%) Kubernetes
11 78 (67.83%) Continuous Integration
12 77 (66.96%) Agile Software Development
12 77 (66.96%) Elastic Stack
13 72 (62.61%) Packer
14 68 (59.13%) Configuration Management
15 66 (57.39%) GCP
16 62 (53.91%) Consul
16 62 (53.91%) Docker Swarm
17 59 (51.30%) Nagios
17 59 (51.30%) Git (software)
18 58 (50.43%) Opscode Chef
19 54 (46.96%) Load Balancing
20 50 (43.48%) Vagrant
21 48 (41.74%) Java
22 44 (38.26%) Prometheus
23 42 (36.52%) GitLab

Graphite
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 18 (15.65%) Elasticsearch
2 14 (12.17%) Apache TomEE
2 14 (12.17%) JBoss
2 14 (12.17%) WebSphere
3 4 (3.48%) Apache
4 3 (2.61%) nginx
4 3 (2.61%) OpenStack
4 3 (2.61%) Tomcat
5 1 (0.87%) IIS
Business Applications
1 5 (4.35%) R3 Corda
Cloud Services
1 94 (81.74%) Azure
2 93 (80.87%) AWS
3 66 (57.39%) GCP
4 32 (27.83%) GitHub
5 20 (17.39%) PaaS
6 19 (16.52%) IaaS
6 19 (16.52%) SaaS
7 12 (10.43%) CloudBees
8 6 (5.22%) AWS CloudFormation
8 6 (5.22%) Cloud Computing
9 5 (4.35%) Datadog
10 4 (3.48%) IBM Cloud
11 2 (1.74%) Amazon EC2
11 2 (1.74%) Amazon S3
11 2 (1.74%) AWS Lambda
11 2 (1.74%) Serverless
12 1 (0.87%) Google App Engine
12 1 (0.87%) Heroku
12 1 (0.87%) Sumo Logic
12 1 (0.87%) Trello
Communications & Networking
1 39 (33.91%) Firewall
2 28 (24.35%) VPN
3 3 (2.61%) Network Security
4 1 (0.87%) DSL
4 1 (0.87%) TCP/IP
4 1 (0.87%) VLAN
Database & Business Intelligence
1 25 (21.74%) NoSQL
2 15 (13.04%) SQL Server
3 5 (4.35%) Blockchain
3 5 (4.35%) Redis
4 4 (3.48%) MongoDB
5 2 (1.74%) Apache Cassandra
5 2 (1.74%) PostgreSQL
6 1 (0.87%) Aerospike
6 1 (0.87%) Hadoop
6 1 (0.87%) InfluxDB
6 1 (0.87%) MariaDB
6 1 (0.87%) MySQL
Development Applications
1 105 (91.30%) Jenkins
2 88 (76.52%) Atlassian Bamboo
3 59 (51.30%) Git (software)
4 50 (43.48%) Vagrant
5 42 (36.52%) GitLab
6 40 (34.78%) Hudson
7 27 (23.48%) Selenium
8 26 (22.61%) Subversion
9 17 (14.78%) JIRA
10 16 (13.91%) Octopus Deploy
10 16 (13.91%) Travis CI
11 15 (13.04%) Ant
11 15 (13.04%) Cucumber
11 15 (13.04%) TeamCity
12 14 (12.17%) FitNesse
12 14 (12.17%) JBehave
12 14 (12.17%) JUnit
12 14 (12.17%) Maven
12 14 (12.17%) Mockito
12 14 (12.17%) WebDriver
General
1 18 (15.65%) Finance
2 9 (7.83%) Games
3 6 (5.22%) Public Sector
4 4 (3.48%) Advertising
5 2 (1.74%) Banking
6 1 (0.87%) Law
Job Titles
1 84 (73.04%) DevOps Engineer
2 40 (34.78%) Kubernetes Engineer
3 35 (30.43%) AWS Engineer
4 31 (26.96%) AWS DevOps
4 31 (26.96%) AWS DevOps Engineer
5 29 (25.22%) Platform Engineer
6 15 (13.04%) Linux DevOps Engineer
6 15 (13.04%) Linux Engineer
6 15 (13.04%) Linux/Unix DevOps
7 13 (11.30%) Release Manager
7 13 (11.30%) Senior DevOps
7 13 (11.30%) Senior DevOps Engineer
8 12 (10.43%) Automation Consultant
8 12 (10.43%) Consultant
8 12 (10.43%) IT Consultant
9 7 (6.09%) DevOps Manager
10 4 (3.48%) Lead DevOps
10 4 (3.48%) Senior Linux Engineer
11 3 (2.61%) DevOps Systems Engineer
11 3 (2.61%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 77 (66.96%) Elastic Stack
2 17 (14.78%) Sensu
3 5 (4.35%) RabbitMQ
4 4 (3.48%) .NET
4 4 (3.48%) Web Services
5 2 (1.74%) AngularJS
5 2 (1.74%) Kafka
6 1 (0.87%) Ember.js
6 1 (0.87%) jQuery
6 1 (0.87%) LAMP
6 1 (0.87%) LAPP Stack
6 1 (0.87%) LEMP Stack
6 1 (0.87%) Node.js
6 1 (0.87%) React
Miscellaneous
1 40 (34.78%) Public Cloud
2 25 (21.74%) Distributed Denial-of-Service
3 9 (7.83%) Online Gambling
4 3 (2.61%) NHS
5 2 (1.74%) Enterprise Software
5 2 (1.74%) Greenfield Project
6 1 (0.87%) Blog
Operating Systems
1 84 (73.04%) Linux
2 33 (28.70%) CentOS
3 30 (26.09%) Red Hat Enterprise Linux
4 27 (23.48%) Windows
5 18 (15.65%) Unix
6 12 (10.43%) CoreOS
7 5 (4.35%) Ubuntu
8 2 (1.74%) Windows Server
Processes & Methodologies
1 105 (91.30%) DevOps
2 78 (67.83%) Continuous Integration
3 77 (66.96%) Agile Software Development
4 68 (59.13%) Configuration Management
5 54 (46.96%) Load Balancing
6 41 (35.65%) Microservices
7 40 (34.78%) Open Source
8 31 (26.96%) High Availability
8 31 (26.96%) User-Centered Design (UCD)
9 30 (26.09%) IT Strategy
10 28 (24.35%) Infrastructure as Code
10 28 (24.35%) SIEM
11 17 (14.78%) Computer Science
12 16 (13.91%) Continuous Delivery
13 13 (11.30%) Deployment Automation
14 12 (10.43%) Process Improvement
14 12 (10.43%) SDLC
15 11 (9.57%) Release Management
16 10 (8.70%) Continuous Improvement
17 9 (7.83%) Technical Analysis
Programming Languages
1 102 (88.70%) Python
2 79 (68.70%) Ruby
3 48 (41.74%) Java
4 39 (33.91%) SQL
5 36 (31.30%) Go
6 26 (22.61%) PowerShell
7 18 (15.65%) Bash Shell
8 5 (4.35%) Groovy
9 2 (1.74%) Perl
10 1 (0.87%) C#
10 1 (0.87%) Clojure
10 1 (0.87%) JavaScript
10 1 (0.87%) TypeScript
Qualifications
1 12 (10.43%) Degree
2 7 (6.09%) SC Cleared
2 7 (6.09%) Security Cleared
3 5 (4.35%) DV Cleared
4 3 (2.61%) Computer Science Degree
5 2 (1.74%) RHCE
5 2 (1.74%) RHCSA
Quality Assurance & Compliance
1 2 (1.74%) QA
System Software
1 104 (90.43%) Docker
2 3 (2.61%) VMware Infrastructure
3 2 (1.74%) Varnish
3 2 (1.74%) VMware ESXi
3 2 (1.74%) Xen
4 1 (0.87%) Apache ZooKeeper
4 1 (0.87%) KVM
4 1 (0.87%) oVirt
Systems Management
1 106 (92.17%) Ansible
2 101 (87.83%) Puppet
3 88 (76.52%) Grafana
4 79 (68.70%) Terraform
5 78 (67.83%) Kubernetes
6 72 (62.61%) Packer
7 62 (53.91%) Consul
7 62 (53.91%) Docker Swarm
8 59 (51.30%) Nagios
9 58 (50.43%) Opscode Chef
10 44 (38.26%) Prometheus
11 41 (35.65%) Opsview
12 37 (32.17%) ZABBIX
13 35 (30.43%) Salt
14 12 (10.43%) Automic
15 3 (2.61%) logstash
15 3 (2.61%) Mesos
16 2 (1.74%) HAProxy
17 1 (0.87%) Graylog
17 1 (0.87%) Pingdom
Vendors
1 26 (22.61%) Google
2 15 (13.04%) Oracle
3 14 (12.17%) New Relic
4 12 (10.43%) AppDynamics
4 12 (10.43%) XebiaLabs
5 9 (7.83%) Atlassian
6 6 (5.22%) VMware
7 5 (4.35%) Red Hat
8 3 (2.61%) Microsoft
9 2 (1.74%) SaltStack
10 1 (0.87%) Splunk