Period
to 20 May 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 20 May 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 957 1002 963
Rank change year-on-year +45 -39 +114
Permanent jobs citing Graphite 114 142 197
As % of all permanent IT jobs advertised in England 0.085% 0.088% 0.12%
As % of the Systems Management category 0.68% 0.89% 1.39%
Number of salaries quoted 77 98 173
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% -8.70%
10th Percentile £37,500 £33,750 £33,750
90th Percentile £80,000 £80,000 £81,000
UK median annual salary £58,750 £55,000 £52,500
% change year-on-year +6.82% +4.76% -8.70%

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 16,656 16,012 14,218
As % of all permanent IT jobs advertised in England 12.48% 9.95% 8.85%
Number of salaries quoted 12,919 12,853 11,548
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £33,500 £32,000 £31,000
90th Percentile £90,000 £85,000 £81,250
UK median annual salary £58,627 £55,000 £52,500
% change year-on-year +6.59% +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 20 May 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 20 May 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 +54 55 £65,000 +1.56% 1
South East +73 17 £40,000 -27.27%
North of England +7 13 £57,500 - 4
South West - 11 £70,000 - 1
East of England +56 8 £48,750 +30.00% 8
North West +20 8 £60,000 +56.86% 3
Midlands +22 5 £61,250 +36.11% 1
Yorkshire +4 5 £57,500 -4.17% 1
West Midlands 0 5 £61,250 +36.11%
Graphite
UK

For the 6 months to 20 May 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 96 (84.21%) Docker
2 94 (82.46%) Python
3 92 (80.70%) Amazon AWS
4 87 (76.32%) Linux
5 84 (73.68%) DevOps
6 77 (67.54%) Microsoft Azure
7 71 (62.28%) Puppet
8 67 (58.77%) Jenkins
9 61 (53.51%) Ansible
10 55 (48.25%) Continuous Integration
11 54 (47.37%) Ruby
12 52 (45.61%) Vagrant
13 51 (44.74%) Google Cloud Platform
14 50 (43.86%) Opscode Chef
14 50 (43.86%) Git (software)
15 49 (42.98%) Nagios
16 48 (42.11%) Atlassian Bamboo
16 48 (42.11%) Grafana
17 45 (39.47%) Bash Shell
18 44 (38.60%) Kubernetes
19 43 (37.72%) Google
20 42 (36.84%) Terraform
21 40 (35.09%) PowerShell
22 39 (34.21%) Agile Software Development
22 39 (34.21%) Configuration Management
22 39 (34.21%) Windows
23 36 (31.58%) Unix
23 36 (31.58%) SDLC
24 33 (28.95%) Subversion
25 31 (27.19%) GitHub

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 28 (24.56%) Elasticsearch
2 16 (14.04%) nginx
3 14 (12.28%) Apache
4 11 (9.65%) IIS
5 8 (7.02%) Skype for Business
6 5 (4.39%) Cloud Foundry
7 3 (2.63%) CloudStack
7 3 (2.63%) OpenStack
8 1 (0.88%) Apache Spark
8 1 (0.88%) Apache TomEE
8 1 (0.88%) JBoss
8 1 (0.88%) Tomcat
8 1 (0.88%) WebSphere
Cloud Services
1 92 (80.70%) Amazon AWS
2 77 (67.54%) Microsoft Azure
3 51 (44.74%) Google Cloud Platform
4 31 (27.19%) GitHub
5 26 (22.81%) CloudBees
6 13 (11.40%) Amazon S3
6 13 (11.40%) AWS Lambda
6 13 (11.40%) Serverless
7 12 (10.53%) Amazon EC2
7 12 (10.53%) AWS CloudFormation
8 5 (4.39%) Cloud Computing
8 5 (4.39%) OpenShift
8 5 (4.39%) Slack
9 3 (2.63%) IaaS
9 3 (2.63%) IBM Cloud
9 3 (2.63%) PaaS
9 3 (2.63%) SaaS
10 2 (1.75%) Datadog
11 1 (0.88%) Amazon ELB
11 1 (0.88%) Amazon EMR
Communications & Networking
1 18 (15.79%) Firewall
2 11 (9.65%) VPN
3 8 (7.02%) DHCP
3 8 (7.02%) DNS
3 8 (7.02%) Skype
3 8 (7.02%) VoIP
4 5 (4.39%) Internet
4 5 (4.39%) TCP/IP
5 3 (2.63%) VLAN
6 1 (0.88%) AMQP
6 1 (0.88%) Network Security
Database & Business Intelligence
1 14 (12.28%) MongoDB
2 11 (9.65%) MySQL
3 8 (7.02%) Redis
4 7 (6.14%) PostgreSQL
5 5 (4.39%) InfluxDB
5 5 (4.39%) NoSQL
5 5 (4.39%) Pentaho
6 4 (3.51%) Hadoop
7 3 (2.63%) Apache Cassandra
7 3 (2.63%) Big Data
7 3 (2.63%) MariaDB
7 3 (2.63%) SQL Server
8 2 (1.75%) Blockchain
9 1 (0.88%) Amazon RDS
9 1 (0.88%) Amazon Redshift
9 1 (0.88%) Apache Hive
9 1 (0.88%) Electronic Patient Records
9 1 (0.88%) RDBMS
9 1 (0.88%) Relational Database
Development Applications
1 67 (58.77%) Jenkins
2 52 (45.61%) Vagrant
3 50 (43.86%) Git (software)
4 48 (42.11%) Atlassian Bamboo
5 33 (28.95%) Subversion
6 29 (25.44%) Octopus Deploy
6 29 (25.44%) TeamCity
6 29 (25.44%) Travis CI
7 28 (24.56%) JIRA
8 27 (23.68%) Selenium
9 26 (22.81%) ClearCase
9 26 (22.81%) GoCD
9 26 (22.81%) HP UFT
9 26 (22.81%) Team Foundation Server
10 11 (9.65%) Hudson
11 9 (7.89%) GitLab
12 6 (5.26%) Cucumber
13 3 (2.63%) Visual Studio Team System
14 1 (0.88%) FitNesse
14 1 (0.88%) Maven
General
1 14 (12.28%) Finance
2 10 (8.77%) Telecoms
3 5 (4.39%) Banking
3 5 (4.39%) Electronics
3 5 (4.39%) Manufacturing
3 5 (4.39%) Marketing
4 1 (0.88%) Advertising
4 1 (0.88%) Games
Job Titles
1 33 (28.95%) AWS Engineer
1 33 (28.95%) DevOps Engineer
2 26 (22.81%) Automation Consultant
2 26 (22.81%) Consultant
2 26 (22.81%) IT Consultant
3 19 (16.67%) Infrastructure Engineer
4 17 (14.91%) Platform Engineer
5 11 (9.65%) AWS DevOps
5 11 (9.65%) AWS DevOps Engineer
5 11 (9.65%) AWS Infrastructure Engineer
5 11 (9.65%) Graduate
5 11 (9.65%) Senior DevOps
5 11 (9.65%) Senior DevOps Engineer
6 10 (8.77%) Kubernetes Engineer
6 10 (8.77%) Linux Engineer
6 10 (8.77%) Systems Engineer
7 8 (7.02%) Administrator
7 8 (7.02%) Developer
7 8 (7.02%) Graduate Systems Engineer
7 8 (7.02%) Systems Administrator
Libraries, Frameworks & Software Standards
1 22 (19.30%) Elastic Stack
2 12 (10.53%) RabbitMQ
3 9 (7.89%) React
4 8 (7.02%) LDAP
5 7 (6.14%) Sensu
6 6 (5.26%) .NET
6 6 (5.26%) Kafka
6 6 (5.26%) Ruby on Rails
7 5 (4.39%) AngularJS
7 5 (4.39%) LAPP Stack
7 5 (4.39%) Node.js
8 4 (3.51%) CSS
8 4 (3.51%) HTML
9 3 (2.63%) LAMP
9 3 (2.63%) LEMP Stack
9 3 (2.63%) Web Services
10 1 (0.88%) MSMQ
Miscellaneous
1 11 (9.65%) Analytical Skills
2 5 (4.39%) Mainframe
2 5 (4.39%) Public Cloud
2 5 (4.39%) Self-Motivation
3 4 (3.51%) Data Centre
4 3 (2.63%) NHS
4 3 (2.63%) Private Cloud
5 2 (1.75%) Fintech
6 1 (0.88%) Spread Betting
Operating Systems
1 87 (76.32%) Linux
2 39 (34.21%) Windows
3 36 (31.58%) Unix
4 26 (22.81%) CoreOS
5 12 (10.53%) Ubuntu
6 8 (7.02%) VMS
6 8 (7.02%) Windows Server
7 7 (6.14%) CentOS
8 6 (5.26%) Mac OS
8 6 (5.26%) Red Hat Enterprise Linux
8 6 (5.26%) SmartOS
9 1 (0.88%) Debian
Processes & Methodologies
1 84 (73.68%) DevOps
2 55 (48.25%) Continuous Integration
3 39 (34.21%) Agile Software Development
3 39 (34.21%) Configuration Management
4 36 (31.58%) SDLC
5 29 (25.44%) Continuous Delivery
5 29 (25.44%) Process Improvement
6 19 (16.67%) Infrastructure Engineering
7 18 (15.79%) Infrastructure as Code
8 17 (14.91%) Open Source
9 16 (14.04%) High Availability
10 13 (11.40%) Analytics
10 13 (11.40%) Software Engineering
11 12 (10.53%) Performance Tuning
11 12 (10.53%) Problem-Solving
12 11 (9.65%) Immutable Infrastructure
12 11 (9.65%) Kanban
12 11 (9.65%) Microservices
12 11 (9.65%) Release Automation
13 10 (8.77%) Computer Science
Programming Languages
1 94 (82.46%) Python
2 54 (47.37%) Ruby
3 45 (39.47%) Bash Shell
4 40 (35.09%) PowerShell
5 24 (21.05%) Java
6 21 (18.42%) SQL
7 20 (17.54%) Go
8 12 (10.53%) Groovy
8 12 (10.53%) JavaScript
9 6 (5.26%) C#
9 6 (5.26%) Perl
10 5 (4.39%) TypeScript
11 2 (1.75%) C++
11 2 (1.75%) PHP
Qualifications
1 18 (15.79%) Degree
2 10 (8.77%) Computer Science Degree
3 8 (7.02%) AWS Certification
4 2 (1.75%) Master's Degree
4 2 (1.75%) Security Cleared
5 1 (0.88%) RHCE
5 1 (0.88%) RHCSA
5 1 (0.88%) SC Cleared
Quality Assurance & Compliance
1 7 (6.14%) QA
System Software
1 96 (84.21%) Docker
2 9 (7.89%) Virtual Machines
3 8 (7.02%) Active Directory
3 8 (7.02%) Hyper-V
3 8 (7.02%) iptables
3 8 (7.02%) VirtualBox
3 8 (7.02%) VMware ESXi
3 8 (7.02%) VMware Infrastructure
3 8 (7.02%) Xen
4 5 (4.39%) Varnish
Systems Management
1 71 (62.28%) Puppet
2 61 (53.51%) Ansible
3 50 (43.86%) Opscode Chef
4 49 (42.98%) Nagios
5 48 (42.11%) Grafana
6 44 (38.60%) Kubernetes
7 42 (36.84%) Terraform
8 26 (22.81%) Automic
9 21 (18.42%) ZABBIX
10 19 (16.67%) Consul
11 17 (14.91%) Prometheus
12 16 (14.04%) Packer
13 14 (12.28%) Docker Swarm
14 13 (11.40%) Kibana
15 12 (10.53%) Opsview
16 10 (8.77%) Salt
17 5 (4.39%) HAProxy
17 5 (4.39%) Mesos
18 4 (3.51%) Graylog
19 3 (2.63%) logstash
Vendors
1 43 (37.72%) Google
2 26 (22.81%) AppDynamics
2 26 (22.81%) XebiaLabs
3 14 (12.28%) Microsoft
4 10 (8.77%) Dynatrace
5 9 (7.89%) VMware
6 8 (7.02%) Centreon
7 7 (6.14%) New Relic
8 5 (4.39%) MKS
8 5 (4.39%) SAP
8 5 (4.39%) Splunk
9 3 (2.63%) Oracle
9 3 (2.63%) SaltStack
10 2 (1.75%) Atlassian
10 2 (1.75%) PagerDuty
10 2 (1.75%) Red Hat