Period
to 22 October 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 22 October 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 924 956 1090
Rank change year-on-year +32 +134 +21
Permanent jobs citing Graphite 137 224 124
As % of all permanent IT jobs advertised in the UK 0.10% 0.14% 0.071%
As % of the Systems Management category 0.77% 1.28% 0.79%
Number of salaries quoted 79 106 94
UK median annual salary £65,000 £62,500 £57,500
Median salary % change year-on-year +4.00% +8.70% -4.17%
10th Percentile £44,600 £41,250 £33,750
90th Percentile £85,000 £78,750 £77,625
UK excluding London median annual salary £60,000 £62,500 £42,500
% change year-on-year -4.00% +47.06% -27.66%

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 17,744 17,514 15,770
As % of all permanent IT jobs advertised in the UK 12.97% 10.63% 9.04%
Number of salaries quoted 13,401 13,843 12,889
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,075 £32,000 £31,250
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 22 October 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 22 October 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 +13 134 £65,000 +1.96% 28
London +79 91 £75,000 +15.38% 16
UK excluding London -15 46 £60,000 -4.00% 12
North of England +12 19 £62,500 -3.85% 4
North West +12 13 £65,000 - 3
South East +41 8 £44,000 -29.60%
South West +21 7 £67,500 +12.50% 2
Midlands +31 6 £60,000 +4.35% 3
West Midlands +23 6 £60,000 +4.35% 3
Yorkshire +13 6 £45,000 +5.88% 1
East of England +38 3 £55,000 -12.00% 3
Scotland +16 3 £42,500 -

For the 6 months to 22 October 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.

1 122 (89.05%) Docker
2 119 (86.86%) Jenkins
3 116 (84.67%) Python
4 114 (83.21%) DevOps
5 113 (82.48%) Ansible
5 113 (82.48%) AWS
6 107 (78.10%) Puppet
7 103 (75.18%) Linux
8 101 (73.72%) Azure
9 94 (68.61%) Atlassian Bamboo
10 87 (63.50%) Terraform
11 85 (62.04%) Continuous Integration
11 85 (62.04%) Ruby
12 84 (61.31%) Kubernetes
13 82 (59.85%) Grafana
14 78 (56.93%) Configuration Management
15 76 (55.47%) GCP
16 75 (54.74%) Opscode Chef
17 74 (54.01%) Agile Software Development
18 72 (52.55%) Elastic Stack
19 70 (51.09%) Nagios
20 69 (50.36%) Git (software)
21 67 (48.91%) Packer
22 64 (46.72%) Vagrant
23 55 (40.15%) Consul
23 55 (40.15%) Docker Swarm
24 49 (35.77%) Load Balancing
25 48 (35.04%) Java
26 47 (34.31%) Firewall
27 41 (29.93%) ZABBIX

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 30 (21.90%) Elasticsearch
2 13 (9.49%) Apache TomEE
2 13 (9.49%) JBoss
2 13 (9.49%) WebSphere
3 11 (8.03%) Apache
4 8 (5.84%) nginx
5 6 (4.38%) IIS
6 5 (3.65%) OpenStack
6 5 (3.65%) Tomcat
7 2 (1.46%) Cloud Foundry
7 2 (1.46%) CloudStack
7 2 (1.46%) Skype for Business
8 1 (0.73%) Jupyter
Business Applications
1 2 (1.46%) R3 Corda
Cloud Services
1 113 (82.48%) AWS
2 101 (73.72%) Azure
3 76 (55.47%) GCP
4 34 (24.82%) GitHub
5 20 (14.60%) CloudBees
6 19 (13.87%) PaaS
7 18 (13.14%) IaaS
7 18 (13.14%) SaaS
8 10 (7.30%) AWS CloudFormation
9 8 (5.84%) Cloud Computing
10 7 (5.11%) AWS Lambda
10 7 (5.11%) IBM Cloud
10 7 (5.11%) Serverless
11 6 (4.38%) Amazon EC2
11 6 (4.38%) Amazon S3
12 4 (2.92%) Amazon ECS
13 3 (2.19%) Logz.io
14 2 (1.46%) Datadog
14 2 (1.46%) Heroku
15 1 (0.73%) Trello
Communications & Networking
1 47 (34.31%) Firewall
2 28 (20.44%) VPN
3 5 (3.65%) Network Security
4 4 (2.92%) TCP/IP
4 4 (2.92%) VLAN
5 2 (1.46%) DHCP
5 2 (1.46%) DNS
5 2 (1.46%) Skype
5 2 (1.46%) VoIP
6 1 (0.73%) DSL
Database & Business Intelligence
1 19 (13.87%) NoSQL
2 16 (11.68%) MongoDB
2 16 (11.68%) SQL Server
3 13 (9.49%) Redis
4 6 (4.38%) MySQL
5 5 (3.65%) Apache Cassandra
5 5 (3.65%) PostgreSQL
6 4 (2.92%) Hadoop
6 4 (2.92%) MariaDB
7 3 (2.19%) Blockchain
7 3 (2.19%) Pentaho
8 1 (0.73%) Aerospike
8 1 (0.73%) Amazon DynamoDB
8 1 (0.73%) InfluxDB
8 1 (0.73%) Neo4j
Development Applications
1 119 (86.86%) Jenkins
2 94 (68.61%) Atlassian Bamboo
3 69 (50.36%) Git (software)
4 64 (46.72%) Vagrant
5 39 (28.47%) GitLab
6 38 (27.74%) Hudson
7 36 (26.28%) Subversion
8 34 (24.82%) Selenium
9 27 (19.71%) Travis CI
10 26 (18.98%) TeamCity
11 24 (17.52%) Octopus Deploy
12 23 (16.79%) GoCD
13 22 (16.06%) JIRA
14 21 (15.33%) Team Foundation Server
15 20 (14.60%) ClearCase
15 20 (14.60%) HP UFT
16 16 (11.68%) Maven
17 14 (10.22%) Ant
17 14 (10.22%) Cucumber
18 13 (9.49%) JUnit
General
1 20 (14.60%) Finance
2 9 (6.57%) Games
2 9 (6.57%) Public Sector
3 4 (2.92%) Advertising
4 3 (2.19%) Electronics
4 3 (2.19%) Manufacturing
4 3 (2.19%) Marketing
4 3 (2.19%) Telecoms
5 2 (1.46%) Banking
6 1 (0.73%) Law
Job Titles
1 83 (60.58%) DevOps Engineer
2 38 (27.74%) AWS Engineer
3 37 (27.01%) Kubernetes Engineer
4 28 (20.44%) AWS DevOps
4 28 (20.44%) AWS DevOps Engineer
4 28 (20.44%) Platform Engineer
5 20 (14.60%) Automation Consultant
5 20 (14.60%) Consultant
5 20 (14.60%) IT Consultant
5 20 (14.60%) Linux Engineer
6 18 (13.14%) Linux DevOps Engineer
6 18 (13.14%) Linux/Unix DevOps
6 18 (13.14%) Senior DevOps
6 18 (13.14%) Senior DevOps Engineer
7 12 (8.76%) Release Manager
8 8 (5.84%) Infrastructure Engineer
9 7 (5.11%) Senior Linux Engineer
10 6 (4.38%) AWS Infrastructure Engineer
10 6 (4.38%) DevOps Manager
10 6 (4.38%) Systems Engineer
Libraries, Frameworks & Software Standards
1 72 (52.55%) Elastic Stack
2 25 (18.25%) Sensu
3 10 (7.30%) RabbitMQ
4 6 (4.38%) .NET
4 6 (4.38%) Web Services
5 4 (2.92%) AngularJS
5 4 (2.92%) Kafka
5 4 (2.92%) LAMP
5 4 (2.92%) LAPP Stack
5 4 (2.92%) LEMP Stack
5 4 (2.92%) Node.js
6 3 (2.19%) React
7 2 (1.46%) Akka
7 2 (1.46%) LDAP
8 1 (0.73%) Ember.js
8 1 (0.73%) Handlebars
8 1 (0.73%) jQuery
8 1 (0.73%) RESTful
8 1 (0.73%) Sass
8 1 (0.73%) VCL
Miscellaneous
1 37 (27.01%) Public Cloud
2 21 (15.33%) Distributed Denial-of-Service
3 9 (6.57%) Online Gambling
4 5 (3.65%) NHS
5 2 (1.46%) Data Centre
5 2 (1.46%) Enterprise Software
5 2 (1.46%) Greenfield Project
5 2 (1.46%) Mobile App
5 2 (1.46%) Private Cloud
6 1 (0.73%) Algorithms
6 1 (0.73%) Analytical Skills
6 1 (0.73%) Blog
6 1 (0.73%) Smart Meter
6 1 (0.73%) User Experience
Operating Systems
1 103 (75.18%) Linux
2 40 (29.20%) Windows
3 29 (21.17%) CentOS
4 28 (20.44%) Red Hat Enterprise Linux
5 26 (18.98%) Unix
6 20 (14.60%) CoreOS
7 10 (7.30%) Ubuntu
8 4 (2.92%) Windows Server
9 2 (1.46%) VMS
10 1 (0.73%) Android
10 1 (0.73%) Apple iOS
Processes & Methodologies
1 114 (83.21%) DevOps
2 85 (62.04%) Continuous Integration
3 78 (56.93%) Configuration Management
4 74 (54.01%) Agile Software Development
5 49 (35.77%) Load Balancing
6 34 (24.82%) Microservices
7 33 (24.09%) Infrastructure as Code
7 33 (24.09%) Open Source
8 31 (22.63%) High Availability
9 29 (21.17%) Continuous Delivery
10 26 (18.98%) SIEM
11 24 (17.52%) SDLC
11 24 (17.52%) User-Centered Design (UCD)
12 23 (16.79%) IT Strategy
13 20 (14.60%) Process Improvement
14 16 (11.68%) Computer Science
15 12 (8.76%) Continuous Deployment
15 12 (8.76%) Continuous Improvement
15 12 (8.76%) Release Management
16 11 (8.03%) Deployment Automation
Programming Languages
1 116 (84.67%) Python
2 85 (62.04%) Ruby
3 48 (35.04%) Java
4 37 (27.01%) Go
5 35 (25.55%) PowerShell
5 35 (25.55%) SQL
6 33 (24.09%) Bash Shell
7 5 (3.65%) Groovy
7 5 (3.65%) JavaScript
8 3 (2.19%) C#
8 3 (2.19%) Kotlin
8 3 (2.19%) TypeScript
9 2 (1.46%) Perl
9 2 (1.46%) PHP
10 1 (0.73%) Apple Swift
10 1 (0.73%) Clojure
Qualifications
1 16 (11.68%) Degree
2 7 (5.11%) SC Cleared
2 7 (5.11%) Security Cleared
3 5 (3.65%) Computer Science Degree
3 5 (3.65%) DV Cleared
4 4 (2.92%) AWS Certification
Quality Assurance & Compliance
1 2 (1.46%) QA
System Software
1 122 (89.05%) Docker
2 5 (3.65%) Varnish
2 5 (3.65%) VMware Infrastructure
3 4 (2.92%) Virtual Machines
3 4 (2.92%) VMware ESXi
3 4 (2.92%) Xen
4 2 (1.46%) Active Directory
4 2 (1.46%) Hyper-V
4 2 (1.46%) iptables
4 2 (1.46%) VirtualBox
5 1 (0.73%) Apache ZooKeeper
5 1 (0.73%) KVM
5 1 (0.73%) oVirt
Systems Management
1 113 (82.48%) Ansible
2 107 (78.10%) Puppet
3 87 (63.50%) Terraform
4 84 (61.31%) Kubernetes
5 82 (59.85%) Grafana
6 75 (54.74%) Opscode Chef
7 70 (51.09%) Nagios
8 67 (48.91%) Packer
9 55 (40.15%) Consul
9 55 (40.15%) Docker Swarm
10 41 (29.93%) Opsview
10 41 (29.93%) ZABBIX
11 40 (29.20%) Prometheus
12 34 (24.82%) Salt
13 20 (14.60%) Automic
14 8 (5.84%) HAProxy
15 6 (4.38%) logstash
16 4 (2.92%) Graylog
17 3 (2.19%) Icinga
17 3 (2.19%) Mesos
Vendors
1 37 (27.01%) Google
2 20 (14.60%) AppDynamics
2 20 (14.60%) XebiaLabs
3 16 (11.68%) Oracle
4 13 (9.49%) New Relic
5 11 (8.03%) VMware
6 6 (4.38%) Atlassian
6 6 (4.38%) Microsoft
7 4 (2.92%) Red Hat
7 4 (2.92%) SaltStack
8 3 (2.19%) SAP
9 2 (1.46%) Centreon
9 2 (1.46%) Splunk
10 1 (0.73%) Dataiku
10 1 (0.73%) Tableau