Period
to 16 September 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 16 September 2019 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
16 Sep 2019
Same period 2018 Same period 2017
Rank 915 950 1039
Rank change year-on-year +35 +89 +12
Permanent jobs citing Graphite 127 183 125
As % of all permanent IT jobs advertised in England 0.098% 0.12% 0.075%
As % of the Systems Management category 0.74% 1.13% 0.85%
Number of salaries quoted 77 100 94
England median annual salary £65,000 £57,500 £57,500
Median salary % change year-on-year +13.04% - -8.00%
10th Percentile £38,100 £38,625 £33,750
90th Percentile £85,000 £75,000 £80,500
UK median annual salary £65,000 £57,500 £57,500
% change year-on-year +13.04% - -6.88%

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 17,124 16,266 14,768
As % of all permanent IT jobs advertised in England 13.15% 10.52% 8.92%
Number of salaries quoted 13,012 13,049 12,097
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £32,500 £32,250 £31,250
90th Percentile £91,250 £85,000 £82,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 16 September 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 16 September 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 +74 74 £75,000 +25.00% 9
North of England -1 19 £60,000 +4.35% 4
South East +44 15 £40,000 -27.27% 1
North West +3 13 £65,000 +18.18% 1
South West +12 11 £70,000 -6.67% 4
Yorkshire 0 6 £51,250 -14.58% 3
East of England +61 4 £60,000 -4.00% 5
West Midlands +19 4 £60,000 +26.32% 3
Midlands +6 4 £60,000 +26.32% 3
Graphite
UK

For the 6 months to 16 September 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.

1 111 (87.40%) Docker
2 110 (86.61%) AWS
3 108 (85.04%) Python
4 103 (81.10%) Jenkins
5 97 (76.38%) Linux
6 96 (75.59%) DevOps
7 92 (72.44%) Puppet
8 91 (71.65%) Azure
8 91 (71.65%) Ansible
9 82 (64.57%) Atlassian Bamboo
10 76 (59.84%) Ruby
10 76 (59.84%) Terraform
11 74 (58.27%) GCP
11 74 (58.27%) Opscode Chef
12 73 (57.48%) Continuous Integration
13 72 (56.69%) Kubernetes
14 69 (54.33%) Nagios
15 64 (50.39%) Configuration Management
16 63 (49.61%) Grafana
17 62 (48.82%) Vagrant
18 61 (48.03%) Git (software)
19 54 (42.52%) Agile Software Development
20 46 (36.22%) Elastic Stack
21 45 (35.43%) Google
22 43 (33.86%) Packer
23 41 (32.28%) Firewall
24 40 (31.50%) Windows
24 40 (31.50%) Bash Shell
25 39 (30.71%) PowerShell
25 39 (30.71%) Docker Swarm

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 32 (25.20%) Elasticsearch
2 15 (11.81%) Apache
3 11 (8.66%) nginx
4 10 (7.87%) IIS
5 7 (5.51%) Apache TomEE
5 7 (5.51%) JBoss
5 7 (5.51%) WebSphere
6 6 (4.72%) Skype for Business
7 5 (3.94%) Tomcat
8 3 (2.36%) OpenStack
9 2 (1.57%) Cloud Foundry
9 2 (1.57%) CloudStack
10 1 (0.79%) Apache Spark
10 1 (0.79%) Jupyter
Cloud Services
1 110 (86.61%) AWS
2 91 (71.65%) Azure
3 74 (58.27%) GCP
4 29 (22.83%) GitHub
5 25 (19.69%) CloudBees
6 15 (11.81%) PaaS
7 14 (11.02%) IaaS
7 14 (11.02%) SaaS
8 12 (9.45%) AWS Lambda
8 12 (9.45%) Serverless
9 11 (8.66%) Amazon EC2
9 11 (8.66%) Amazon S3
9 11 (8.66%) AWS CloudFormation
10 8 (6.30%) IBM Cloud
11 6 (4.72%) Logz.io
12 5 (3.94%) Amazon ECS
12 5 (3.94%) Cloud Computing
13 2 (1.57%) Heroku
14 1 (0.79%) Amazon ELB
14 1 (0.79%) Amazon EMR
Communications & Networking
1 41 (32.28%) Firewall
2 25 (19.69%) VPN
3 6 (4.72%) DHCP
3 6 (4.72%) DNS
3 6 (4.72%) Skype
3 6 (4.72%) VoIP
4 5 (3.94%) Network Security
4 5 (3.94%) TCP/IP
5 4 (3.15%) VLAN
6 1 (0.79%) DSL
Database & Business Intelligence
1 17 (13.39%) MongoDB
2 11 (8.66%) NoSQL
2 11 (8.66%) Redis
3 10 (7.87%) SQL Server
4 8 (6.30%) MySQL
5 6 (4.72%) Pentaho
5 6 (4.72%) PostgreSQL
6 5 (3.94%) Apache Cassandra
6 5 (3.94%) Hadoop
7 4 (3.15%) MariaDB
8 2 (1.57%) InfluxDB
9 1 (0.79%) Aerospike
9 1 (0.79%) Amazon DynamoDB
9 1 (0.79%) Amazon Redshift
9 1 (0.79%) Apache Hive
9 1 (0.79%) Blockchain
9 1 (0.79%) Electronic Patient Records
9 1 (0.79%) Neo4j
Development Applications
1 103 (81.10%) Jenkins
2 82 (64.57%) Atlassian Bamboo
3 62 (48.82%) Vagrant
4 61 (48.03%) Git (software)
5 33 (25.98%) Selenium
5 33 (25.98%) Travis CI
6 32 (25.20%) Subversion
7 29 (22.83%) Hudson
8 27 (21.26%) Octopus Deploy
8 27 (21.26%) TeamCity
9 25 (19.69%) ClearCase
9 25 (19.69%) GoCD
9 25 (19.69%) HP UFT
9 25 (19.69%) JIRA
9 25 (19.69%) Team Foundation Server
10 24 (18.90%) GitLab
11 8 (6.30%) Cucumber
12 7 (5.51%) FishEye
12 7 (5.51%) Maven
12 7 (5.51%) Mockito
General
1 16 (12.60%) Finance
2 11 (8.66%) Public Sector
3 6 (4.72%) Electronics
3 6 (4.72%) Manufacturing
3 6 (4.72%) Marketing
3 6 (4.72%) Telecoms
4 5 (3.94%) Games
5 2 (1.57%) Advertising
5 2 (1.57%) Banking
Job Titles
1 58 (45.67%) DevOps Engineer
2 40 (31.50%) AWS Engineer
3 29 (22.83%) Kubernetes Engineer
4 25 (19.69%) Automation Consultant
4 25 (19.69%) Consultant
4 25 (19.69%) IT Consultant
4 25 (19.69%) Platform Engineer
5 23 (18.11%) AWS DevOps
5 23 (18.11%) AWS DevOps Engineer
6 22 (17.32%) Linux Engineer
7 17 (13.39%) Linux DevOps Engineer
7 17 (13.39%) Linux/Unix DevOps
8 16 (12.60%) Infrastructure Engineer
8 16 (12.60%) Senior DevOps
8 16 (12.60%) Senior DevOps Engineer
9 11 (8.66%) Systems Engineer
10 10 (7.87%) AWS Infrastructure Engineer
11 8 (6.30%) Senior Linux Engineer
12 7 (5.51%) Cloud Engineer
13 6 (4.72%) Graduate Systems Administrator
Libraries, Frameworks & Software Standards
1 46 (36.22%) Elastic Stack
2 22 (17.32%) Sensu
3 6 (4.72%) LDAP
3 6 (4.72%) Web Services
4 5 (3.94%) RabbitMQ
5 4 (3.15%) LAMP
5 4 (3.15%) LAPP Stack
5 4 (3.15%) LEMP Stack
5 4 (3.15%) Node.js
6 3 (2.36%) .NET
6 3 (2.36%) AngularJS
6 3 (2.36%) Kafka
6 3 (2.36%) React
7 2 (1.57%) Akka
8 1 (0.79%) CSS
8 1 (0.79%) GraphQL
8 1 (0.79%) Handlebars
8 1 (0.79%) RESTful
8 1 (0.79%) Ruby on Rails
8 1 (0.79%) VCL
Miscellaneous
1 27 (21.26%) Public Cloud
2 14 (11.02%) Distributed Denial-of-Service
3 5 (3.94%) NHS
3 5 (3.94%) Online Gambling
4 2 (1.57%) Data Centre
4 2 (1.57%) Mobile App
4 2 (1.57%) Private Cloud
5 1 (0.79%) Algorithms
5 1 (0.79%) Analytical Skills
5 1 (0.79%) Smart Meter
5 1 (0.79%) User Experience
Operating Systems
1 97 (76.38%) Linux
2 40 (31.50%) Windows
3 31 (24.41%) Unix
4 25 (19.69%) CoreOS
5 17 (13.39%) CentOS
6 16 (12.60%) Red Hat Enterprise Linux
7 12 (9.45%) Ubuntu
8 6 (4.72%) VMS
8 6 (4.72%) Windows Server
9 1 (0.79%) Android
9 1 (0.79%) Apple iOS
9 1 (0.79%) Mac OS
9 1 (0.79%) SmartOS
Processes & Methodologies
1 96 (75.59%) DevOps
2 73 (57.48%) Continuous Integration
3 64 (50.39%) Configuration Management
4 54 (42.52%) Agile Software Development
5 31 (24.41%) SDLC
6 30 (23.62%) Continuous Delivery
6 30 (23.62%) Load Balancing
7 25 (19.69%) High Availability
7 25 (19.69%) Process Improvement
8 24 (18.90%) Open Source
9 23 (18.11%) Infrastructure as Code
10 20 (15.75%) Microservices
11 19 (14.96%) SIEM
12 16 (12.60%) Infrastructure Engineering
13 15 (11.81%) IT Strategy
13 15 (11.81%) User-Centered Design (UCD)
14 13 (10.24%) Continuous Deployment
15 11 (8.66%) Release Automation
16 10 (7.87%) Immutable Infrastructure
16 10 (7.87%) Performance Tuning
Programming Languages
1 108 (85.04%) Python
2 76 (59.84%) Ruby
3 40 (31.50%) Bash Shell
4 39 (30.71%) PowerShell
5 37 (29.13%) Java
6 34 (26.77%) Go
7 24 (18.90%) SQL
8 6 (4.72%) Groovy
8 6 (4.72%) JavaScript
9 3 (2.36%) C#
9 3 (2.36%) Kotlin
9 3 (2.36%) TypeScript
10 2 (1.57%) PHP
11 1 (0.79%) Apple Swift
11 1 (0.79%) C++
11 1 (0.79%) Clojure
Qualifications
1 16 (12.60%) Degree
2 7 (5.51%) AWS Certification
2 7 (5.51%) SC Cleared
2 7 (5.51%) Security Cleared
3 5 (3.94%) Computer Science Degree
3 5 (3.94%) DV Cleared
System Software
1 111 (87.40%) Docker
2 7 (5.51%) Virtual Machines
2 7 (5.51%) VMware Infrastructure
3 6 (4.72%) Active Directory
3 6 (4.72%) Hyper-V
3 6 (4.72%) iptables
3 6 (4.72%) VirtualBox
3 6 (4.72%) VMware ESXi
3 6 (4.72%) Xen
4 4 (3.15%) Varnish
5 1 (0.79%) KVM
5 1 (0.79%) oVirt
Systems Management
1 92 (72.44%) Puppet
2 91 (71.65%) Ansible
3 76 (59.84%) Terraform
4 74 (58.27%) Opscode Chef
5 72 (56.69%) Kubernetes
6 69 (54.33%) Nagios
7 63 (49.61%) Grafana
8 43 (33.86%) Packer
9 39 (30.71%) Docker Swarm
10 38 (29.92%) Consul
10 38 (29.92%) ZABBIX
11 33 (25.98%) Opsview
12 28 (22.05%) Prometheus
13 27 (21.26%) Salt
14 25 (19.69%) Automic
15 7 (5.51%) Kibana
16 4 (3.15%) Graylog
16 4 (3.15%) HAProxy
16 4 (3.15%) logstash
17 2 (1.57%) Mesos
Vendors
1 45 (35.43%) Google
2 25 (19.69%) AppDynamics
2 25 (19.69%) XebiaLabs
3 10 (7.87%) Microsoft
3 10 (7.87%) Oracle
4 7 (5.51%) New Relic
4 7 (5.51%) VMware
5 6 (4.72%) Centreon
5 6 (4.72%) SAP
6 4 (3.15%) Atlassian
6 4 (3.15%) Red Hat
7 3 (2.36%) Splunk
8 2 (1.57%) SaltStack
9 1 (0.79%) Dataiku
9 1 (0.79%) Dynatrace
9 1 (0.79%) Tableau