Period
to 24 June 2019

The following table provides summary statistics for permanent job vacancies 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 24 June 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
24 Jun 2019
Same period 2018 Same period 2017
Rank 977 1024 1020
Rank change year-on-year +47 -4 +86
Permanent jobs citing Graphite 123 167 186
As % of all permanent IT jobs advertised in the UK 0.085% 0.096% 0.11%
As % of the Systems Management category 0.68% 0.95% 1.22%
Number of salaries quoted 84 103 147
UK median annual salary £60,000 £50,000 £52,500
Median salary % change year-on-year +20.00% -4.76% -8.70%
10th Percentile £37,500 £32,750 £33,750
90th Percentile £80,000 £77,000 £80,500
UK excluding London median annual salary £57,500 £45,000 £46,250
% change year-on-year +27.78% -2.70% -11.90%

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 18,142 17,535 15,227
As % of all permanent IT jobs advertised in the UK 12.59% 10.09% 8.79%
Number of salaries quoted 13,859 13,802 12,328
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £90,000 £85,000 £81,250
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +5.88%

Graphite
Job Vacancy Trend

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

Job vacancy trend for Graphite in the UK

Graphite
Salary Trend

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

Salary trend for Graphite in the UK

Graphite
Salary Histogram

The salary distribution of IT jobs citing Graphite over the 6 months to 24 June 2019.

Salary histogram for Graphite in the UK

Graphite
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Graphite within the UK over the 6 months to 24 June 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 +83 114 £60,000 +20.00% 15
UK excluding London +38 66 £57,500 +27.78% 12
London +67 55 £65,000 +18.18% 4
South East +33 19 £40,000 -27.27% 1
North of England +5 17 £57,500 +4.55% 7
South West - 12 £70,000 - 1
North West +21 10 £62,500 +60.26% 3
Scotland +4 9 £42,500 +21.43% 1
Yorkshire -1 7 £57,500 -4.17% 4
East of England +70 5 £60,000 +60.00% 1
Midlands +23 4 £55,000 +22.22% 1
West Midlands +15 4 £55,000 +22.22% 1

For the 6 months to 24 June 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 with a requirement for Graphite.

1 104 (84.55%) Docker
2 103 (83.74%) Amazon AWS
2 103 (83.74%) Python
3 96 (78.05%) Linux
4 88 (71.54%) DevOps
5 76 (61.79%) Jenkins
5 76 (61.79%) Microsoft Azure
6 68 (55.28%) Ansible
7 67 (54.47%) Puppet
8 60 (48.78%) Vagrant
9 59 (47.97%) Git (software)
10 58 (47.15%) Continuous Integration
11 56 (45.53%) Opscode Chef
11 56 (45.53%) Google Cloud Platform
12 55 (44.72%) Ruby
13 53 (43.09%) Terraform
14 50 (40.65%) Nagios
15 48 (39.02%) Atlassian Bamboo
16 47 (38.21%) Configuration Management
16 47 (38.21%) Kubernetes
16 47 (38.21%) Bash Shell
17 46 (37.40%) Grafana
18 44 (35.77%) Google
19 41 (33.33%) Subversion
19 41 (33.33%) Windows
20 40 (32.52%) PowerShell
20 40 (32.52%) SDLC
21 39 (31.71%) Unix
22 37 (30.08%) TeamCity
22 37 (30.08%) Continuous Delivery

Graphite
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 31 (25.20%) Elasticsearch
2 18 (14.63%) Apache
3 17 (13.82%) nginx
4 13 (10.57%) IIS
5 8 (6.50%) Skype for Business
6 6 (4.88%) Cloud Foundry
7 4 (3.25%) CloudStack
7 4 (3.25%) OpenStack
8 3 (2.44%) Tomcat
9 1 (0.81%) Apache Spark
9 1 (0.81%) Apache TomEE
9 1 (0.81%) JBoss
9 1 (0.81%) Jupyter
9 1 (0.81%) WebSphere
Cloud Services
1 103 (83.74%) Amazon AWS
2 76 (61.79%) Microsoft Azure
3 56 (45.53%) Google Cloud Platform
4 29 (23.58%) GitHub
5 26 (21.14%) CloudBees
6 15 (12.20%) AWS Lambda
6 15 (12.20%) Serverless
7 14 (11.38%) Amazon S3
8 13 (10.57%) Amazon EC2
8 13 (10.57%) AWS CloudFormation
9 11 (8.94%) Amazon ECS
10 5 (4.07%) Amazon EKS
10 5 (4.07%) Cloud Computing
10 5 (4.07%) OpenShift
11 4 (3.25%) IBM Cloud
12 3 (2.44%) IaaS
12 3 (2.44%) PaaS
12 3 (2.44%) SaaS
13 2 (1.63%) Datadog
13 2 (1.63%) Slack
Communications & Networking
1 27 (21.95%) Firewall
2 11 (8.94%) VPN
3 8 (6.50%) DHCP
3 8 (6.50%) DNS
3 8 (6.50%) Skype
3 8 (6.50%) VoIP
4 7 (5.69%) TCP/IP
5 5 (4.07%) VLAN
6 3 (2.44%) Network Security
7 2 (1.63%) Internet
8 1 (0.81%) AMQP
Database & Business Intelligence
1 27 (21.95%) MongoDB
2 13 (10.57%) MySQL
3 10 (8.13%) Redis
4 9 (7.32%) PostgreSQL
5 6 (4.88%) Hadoop
5 6 (4.88%) Pentaho
6 5 (4.07%) Apache Cassandra
6 5 (4.07%) InfluxDB
6 5 (4.07%) MariaDB
7 3 (2.44%) Blockchain
7 3 (2.44%) NoSQL
7 3 (2.44%) SQL Server
8 2 (1.63%) Big Data
9 1 (0.81%) Amazon DynamoDB
9 1 (0.81%) Amazon RDS
9 1 (0.81%) Amazon Redshift
9 1 (0.81%) Apache Hive
9 1 (0.81%) Neo4j
9 1 (0.81%) RDBMS
9 1 (0.81%) Relational Database
Development Applications
1 76 (61.79%) Jenkins
2 60 (48.78%) Vagrant
3 59 (47.97%) Git (software)
4 48 (39.02%) Atlassian Bamboo
5 41 (33.33%) Subversion
6 37 (30.08%) TeamCity
7 34 (27.64%) GoCD
8 30 (24.39%) Travis CI
9 29 (23.58%) Octopus Deploy
9 29 (23.58%) Team Foundation Server
10 28 (22.76%) JIRA
11 27 (21.95%) Selenium
12 26 (21.14%) ClearCase
12 26 (21.14%) HP UFT
13 16 (13.01%) GitLab
14 10 (8.13%) Hudson
15 9 (7.32%) Maven
16 8 (6.50%) Artifactory
16 8 (6.50%) Sonatype Nexus
17 6 (4.88%) Cucumber
General
1 15 (12.20%) Finance
2 11 (8.94%) Telecoms
3 6 (4.88%) Electronics
3 6 (4.88%) Manufacturing
3 6 (4.88%) Marketing
4 5 (4.07%) Banking
5 1 (0.81%) Advertising
5 1 (0.81%) Games
Job Titles
1 43 (34.96%) DevOps Engineer
2 31 (25.20%) AWS Engineer
3 26 (21.14%) Automation Consultant
3 26 (21.14%) Consultant
3 26 (21.14%) IT Consultant
4 20 (16.26%) Infrastructure Engineer
5 16 (13.01%) Platform Engineer
6 13 (10.57%) Senior DevOps
6 13 (10.57%) Senior DevOps Engineer
7 12 (9.76%) AWS Infrastructure Engineer
7 12 (9.76%) Systems Engineer
8 11 (8.94%) AWS DevOps
8 11 (8.94%) AWS DevOps Engineer
8 11 (8.94%) Kubernetes Engineer
8 11 (8.94%) Linux Engineer
9 8 (6.50%) Graduate
9 8 (6.50%) Graduate Infrastructure Engineer
9 8 (6.50%) Graduate Systems Administrator
9 8 (6.50%) Graduate Systems Engineer
9 8 (6.50%) Systems Administrator
Libraries, Frameworks & Software Standards
1 24 (19.51%) Elastic Stack
2 15 (12.20%) RabbitMQ
3 12 (9.76%) Sensu
4 8 (6.50%) Kafka
4 8 (6.50%) LDAP
4 8 (6.50%) Node.js
5 7 (5.69%) LAPP Stack
6 6 (4.88%) React
7 5 (4.07%) LAMP
7 5 (4.07%) LEMP Stack
7 5 (4.07%) Web Services
8 4 (3.25%) Ruby on Rails
9 3 (2.44%) .NET
10 2 (1.63%) Akka
10 2 (1.63%) AngularJS
11 1 (0.81%) CSS
11 1 (0.81%) HTML
11 1 (0.81%) MSMQ
11 1 (0.81%) RESTful
11 1 (0.81%) Sass
Miscellaneous
1 9 (7.32%) Analytical Skills
2 8 (6.50%) Public Cloud
3 5 (4.07%) Data Centre
3 5 (4.07%) Mainframe
4 4 (3.25%) Private Cloud
5 3 (2.44%) NHS
6 2 (1.63%) Mobile App
6 2 (1.63%) Self-Motivation
7 1 (0.81%) Algorithms
7 1 (0.81%) Smart Meter
7 1 (0.81%) Spread Betting
7 1 (0.81%) User Experience
Operating Systems
1 96 (78.05%) Linux
2 41 (33.33%) Windows
3 39 (31.71%) Unix
4 26 (21.14%) CoreOS
5 14 (11.38%) Red Hat Enterprise Linux
6 13 (10.57%) Ubuntu
7 8 (6.50%) VMS
7 8 (6.50%) Windows Server
8 7 (5.69%) CentOS
9 4 (3.25%) Mac OS
9 4 (3.25%) SmartOS
10 1 (0.81%) Android
10 1 (0.81%) Apple iOS
10 1 (0.81%) Debian
Processes & Methodologies
1 88 (71.54%) DevOps
2 58 (47.15%) Continuous Integration
3 47 (38.21%) Configuration Management
4 40 (32.52%) SDLC
5 37 (30.08%) Continuous Delivery
6 35 (28.46%) Agile Software Development
7 28 (22.76%) Process Improvement
8 24 (19.51%) Infrastructure as Code
9 20 (16.26%) Infrastructure Engineering
10 15 (12.20%) Open Source
11 14 (11.38%) Load Balancing
12 13 (10.57%) Analytics
12 13 (10.57%) High Availability
12 13 (10.57%) Performance Tuning
13 12 (9.76%) Computer Science
13 12 (9.76%) Immutable Infrastructure
13 12 (9.76%) Kanban
13 12 (9.76%) Release Automation
14 11 (8.94%) Security Operations
14 11 (8.94%) Software Engineering
Programming Languages
1 103 (83.74%) Python
2 55 (44.72%) Ruby
3 47 (38.21%) Bash Shell
4 40 (32.52%) PowerShell
5 28 (22.76%) Java
6 19 (15.45%) Go
6 19 (15.45%) SQL
7 10 (8.13%) Groovy
7 10 (8.13%) JavaScript
8 6 (4.88%) Perl
9 4 (3.25%) PHP
10 3 (2.44%) C#
10 3 (2.44%) Kotlin
11 2 (1.63%) C++
11 2 (1.63%) TypeScript
12 1 (0.81%) Apple Swift
Qualifications
1 20 (16.26%) Degree
2 12 (9.76%) Computer Science Degree
3 7 (5.69%) AWS Certification
4 2 (1.63%) Master's Degree
Quality Assurance & Compliance
1 7 (5.69%) QA
System Software
1 104 (84.55%) Docker
2 12 (9.76%) Virtual Machines
3 8 (6.50%) Active Directory
3 8 (6.50%) Hyper-V
3 8 (6.50%) iptables
3 8 (6.50%) VirtualBox
3 8 (6.50%) VMware ESXi
3 8 (6.50%) VMware Infrastructure
3 8 (6.50%) Xen
4 7 (5.69%) Varnish
Systems Management
1 68 (55.28%) Ansible
2 67 (54.47%) Puppet
3 56 (45.53%) Opscode Chef
4 53 (43.09%) Terraform
5 50 (40.65%) Nagios
6 47 (38.21%) Kubernetes
7 46 (37.40%) Grafana
8 26 (21.14%) Automic
9 22 (17.89%) ZABBIX
10 21 (17.07%) Packer
11 16 (13.01%) Prometheus
12 15 (12.20%) HAProxy
13 13 (10.57%) Consul
13 13 (10.57%) Kibana
14 12 (9.76%) Docker Swarm
15 10 (8.13%) Icinga
15 10 (8.13%) Opsview
16 9 (7.32%) Salt
17 6 (4.88%) Graylog
18 5 (4.07%) Mesos
Vendors
1 44 (35.77%) Google
2 26 (21.14%) AppDynamics
2 26 (21.14%) XebiaLabs
3 17 (13.82%) VMware
4 16 (13.01%) Microsoft
5 10 (8.13%) Dynatrace
6 8 (6.50%) Centreon
7 7 (5.69%) New Relic
8 6 (4.88%) SAP
9 5 (4.07%) MKS
9 5 (4.07%) Splunk
10 4 (3.25%) SaltStack
11 3 (2.44%) Oracle
11 3 (2.44%) Red Hat
12 2 (1.63%) Atlassian
12 2 (1.63%) PagerDuty
13 1 (0.81%) Dataiku
13 1 (0.81%) Tableau