Period
to 20 June 2018

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 June 2018 with a comparison to the same period in the previous 2 years.

Graphite
UK > England
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 1006 965 1053
Rank change year-on-year -41 +88 +2
Permanent jobs citing Graphite 155 187 191
As % of all permanent IT jobs advertised in England 0.096% 0.12% 0.10%
As % of the Systems Management category 0.95% 1.29% 1.15%
Number of salaries quoted 98 147 161
England median annual salary £50,000 £52,500 £57,500
Median salary % change year-on-year -4.76% -8.70% +4.55%
10th Percentile £33,750 £33,750 £36,250
90th Percentile £80,000 £81,750 £85,000
UK median annual salary £50,000 £52,500 £57,500
% change year-on-year -4.76% -8.70% +4.55%

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 16,259 14,451 16,541
As % of all permanent IT jobs advertised in England 10.08% 8.91% 8.75%
Number of salaries quoted 12,993 11,776 13,546
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,000 £30,500 £30,500
90th Percentile £85,000 £81,250 £75,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 June 2018.

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 June 2018. 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 -71 73 £55,000 - 16
North of England +36 29 £55,000 +57.14% 3
East of England +4 26 £37,500 -28.57% 1
North West +6 18 £39,000 +11.43% 2
West Midlands +35 17 £45,000 - 1
Midlands +17 17 £45,000 - 1
Yorkshire +23 11 £60,000 +50.00% 1
South East -11 7 £55,000 +15.79% 2
Graphite
UK

For the 6 months to 20 June 2018, 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.

1 107 (69.03%) Amazon AWS
2 104 (67.10%) Linux
3 101 (65.16%) Python
4 96 (61.94%) Docker
5 95 (61.29%) DevOps
6 88 (56.77%) Ansible
7 85 (54.84%) Nagios
8 78 (50.32%) Jenkins
9 75 (48.39%) Opscode Chef
10 73 (47.10%) Continuous Integration
11 72 (46.45%) Microsoft Azure
12 71 (45.81%) Puppet
13 70 (45.16%) Bash Shell
14 66 (42.58%) Java
15 62 (40.00%) Grafana
16 57 (36.77%) Configuration Management
17 56 (36.13%) Agile Software Development
18 55 (35.48%) Atlassian Bamboo
19 53 (34.19%) Vagrant
20 49 (31.61%) Elasticsearch
20 49 (31.61%) Kubernetes
21 48 (30.97%) Ruby
21 48 (30.97%) Windows
22 45 (29.03%) Unix
22 45 (29.03%) Continuous Delivery
23 43 (27.74%) Git (software)
24 40 (25.81%) High Availability
25 38 (24.52%) Firewall
25 38 (24.52%) GoCD
26 37 (23.87%) Google Cloud Platform

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 49 (31.61%) Elasticsearch
2 12 (7.74%) Apache
3 11 (7.10%) nginx
4 3 (1.94%) IIS
4 3 (1.94%) OpenStack
5 1 (0.65%) Apache Spark
5 1 (0.65%) Cloud Foundry
5 1 (0.65%) CloudStack
5 1 (0.65%) CMS
5 1 (0.65%) Jetty
5 1 (0.65%) Tomcat
Cloud Services
1 107 (69.03%) Amazon AWS
2 72 (46.45%) Microsoft Azure
3 37 (23.87%) Google Cloud Platform
4 25 (16.13%) CloudBees
5 19 (12.26%) IaaS
6 16 (10.32%) Amazon EC2
7 15 (9.68%) Amazon CloudWatch
7 15 (9.68%) AWS CloudFormation
8 14 (9.03%) AWS Lambda
8 14 (9.03%) Serverless
9 13 (8.39%) CloudFront
9 13 (8.39%) SaaS
10 8 (5.16%) Cloud Computing
11 6 (3.87%) GitHub
12 5 (3.23%) Amazon Kinesis
12 5 (3.23%) Fastly
12 5 (3.23%) Heroku
13 3 (1.94%) PaaS
14 2 (1.29%) NuGet
15 1 (0.65%) Amazon EMR
Communications & Networking
1 38 (24.52%) Firewall
2 27 (17.42%) VPN
3 7 (4.52%) TCP/IP
4 4 (2.58%) DNS
5 3 (1.94%) DHCP
5 3 (1.94%) Software-Defined Networking
5 3 (1.94%) Wireless
6 2 (1.29%) Reverse Proxy
7 1 (0.65%) AMQP
7 1 (0.65%) Ethernet
7 1 (0.65%) HTTP
7 1 (0.65%) Internet
7 1 (0.65%) SMTP
7 1 (0.65%) SNMP
7 1 (0.65%) VLAN
Database & Business Intelligence
1 22 (14.19%) Redis
2 18 (11.61%) MongoDB
3 13 (8.39%) Amazon RDS
4 12 (7.74%) SQL Server
5 10 (6.45%) Oracle Database
6 6 (3.87%) Amazon DynamoDB
7 5 (3.23%) Neo4j
7 5 (3.23%) PostgreSQL
8 4 (2.58%) Data Warehouse
9 2 (1.29%) Apache Cassandra
9 2 (1.29%) Big Data
9 2 (1.29%) Hadoop
9 2 (1.29%) InfluxDB
10 1 (0.65%) Amazon Redshift
10 1 (0.65%) Couchbase
10 1 (0.65%) MariaDB
10 1 (0.65%) MySQL
10 1 (0.65%) OpenTSDB
10 1 (0.65%) Parquet
Development Applications
1 78 (50.32%) Jenkins
2 55 (35.48%) Atlassian Bamboo
3 53 (34.19%) Vagrant
4 43 (27.74%) Git (software)
5 38 (24.52%) GoCD
6 35 (22.58%) Subversion
7 29 (18.71%) Travis CI
8 28 (18.06%) Team Foundation Server
8 28 (18.06%) TeamCity
9 26 (16.77%) Selenium
10 25 (16.13%) ClearCase
10 25 (16.13%) HP UFT
10 25 (16.13%) Hudson
10 25 (16.13%) JIRA
10 25 (16.13%) Octopus Deploy
11 6 (3.87%) Sonatype Nexus
11 6 (3.87%) webpack
12 5 (3.23%) CircleCI
13 4 (2.58%) Protractor
14 2 (1.29%) Visual Studio
General
1 20 (12.90%) Finance
2 6 (3.87%) Games
3 1 (0.65%) Electronics
3 1 (0.65%) Manufacturing
3 1 (0.65%) Marketing
3 1 (0.65%) Retail
3 1 (0.65%) Telecoms
Job Titles
1 49 (31.61%) DevOps Engineer
2 33 (21.29%) Consultant
2 33 (21.29%) IT Consultant
3 29 (18.71%) Linux Engineer
4 27 (17.42%) Developer
5 25 (16.13%) Automation Consultant
6 15 (9.68%) AWS Engineer
7 13 (8.39%) .NET Developer
7 13 (8.39%) Junior
7 13 (8.39%) Junior Developer
8 11 (7.10%) Infrastructure Engineer
9 10 (6.45%) Cloud Engineer
9 10 (6.45%) Support Engineer
10 9 (5.81%) Applications Support
10 9 (5.81%) Junior .NET Developer
10 9 (5.81%) Linux Support
11 8 (5.16%) IT Engineer
11 8 (5.16%) Linux Consultant
11 8 (5.16%) Linux DevOps Engineer
11 8 (5.16%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 24 (15.48%) .NET
2 23 (14.84%) Elastic Stack
3 21 (13.55%) HTML
4 20 (12.90%) CSS
5 18 (11.61%) RabbitMQ
6 16 (10.32%) AngularJS
7 15 (9.68%) Node.js
8 14 (9.03%) Web Services
9 9 (5.81%) REST
10 6 (3.87%) Sensu
10 6 (3.87%) Spring
11 5 (3.23%) GraphQL
11 5 (3.23%) Handlebars
11 5 (3.23%) HTML5
11 5 (3.23%) Sass
11 5 (3.23%) Spring Boot
11 5 (3.23%) VCL
12 4 (2.58%) Preactjs
12 4 (2.58%) React
13 3 (1.94%) LAPP Stack
Miscellaneous
1 25 (16.13%) Distributed Denial-of-Service
2 20 (12.90%) Analytical Skills
3 10 (6.45%) Computer Science
3 10 (6.45%) Data Centre
4 9 (5.81%) Public Cloud
4 9 (5.81%) User Experience
5 5 (3.23%) Algorithms
5 5 (3.23%) GPGPU
6 2 (1.29%) Spread Betting
7 1 (0.65%) Blog
7 1 (0.65%) Fintech
7 1 (0.65%) Private Cloud
7 1 (0.65%) Virtual Team
7 1 (0.65%) Wiki
7 1 (0.65%) Xbox
Operating Systems
1 104 (67.10%) Linux
2 48 (30.97%) Windows
3 45 (29.03%) Unix
4 25 (16.13%) CoreOS
5 9 (5.81%) Red Hat Enterprise Linux
6 7 (4.52%) Windows Server
7 5 (3.23%) Android
7 5 (3.23%) Apple iOS
7 5 (3.23%) Mac OS
7 5 (3.23%) Mac OS X
7 5 (3.23%) Solaris
8 4 (2.58%) CentOS
9 2 (1.29%) Debian
10 1 (0.65%) Ubuntu
Processes & Methodologies
1 95 (61.29%) DevOps
2 73 (47.10%) Continuous Integration
3 57 (36.77%) Configuration Management
4 56 (36.13%) Agile Software Development
5 45 (29.03%) Continuous Delivery
6 40 (25.81%) High Availability
7 34 (21.94%) Open Source
8 30 (19.35%) Process Improvement
9 26 (16.77%) SDLC
10 25 (16.13%) Load Balancing
10 25 (16.13%) SIEM
11 24 (15.48%) Microservices
12 23 (14.84%) Problem-Solving
13 17 (10.97%) Decision-Making
13 17 (10.97%) Mathematics
13 17 (10.97%) Web Development
14 14 (9.03%) Software Engineering
15 13 (8.39%) Deployment Automation
15 13 (8.39%) IT Strategy
15 13 (8.39%) Virtual Environments
Programming Languages
1 101 (65.16%) Python
2 70 (45.16%) Bash Shell
3 66 (42.58%) Java
4 48 (30.97%) Ruby
5 36 (23.23%) PowerShell
6 33 (21.29%) SQL
7 32 (20.65%) Go
8 23 (14.84%) JavaScript
9 21 (13.55%) C#
10 13 (8.39%) Jython
10 13 (8.39%) TypeScript
11 10 (6.45%) C++
12 9 (5.81%) Groovy
12 9 (5.81%) PHP
13 6 (3.87%) Perl
14 5 (3.23%) Java 8
15 4 (2.58%) PL/SQL
16 3 (1.94%) Shell Script
17 2 (1.29%) F#
17 2 (1.29%) T-SQL
Qualifications
1 12 (7.74%) RHCE
1 12 (7.74%) RHCSA
2 11 (7.10%) Degree
3 10 (6.45%) Computer Science Degree
4 9 (5.81%) Master's Degree
5 5 (3.23%) CCNA
5 5 (3.23%) Cisco Certification
6 4 (2.58%) AWS Certification
Quality Assurance & Compliance
1 9 (5.81%) QA
2 2 (1.29%) GCP
System Software
1 96 (61.94%) Docker
2 21 (13.55%) VMware Infrastructure
3 19 (12.26%) Xen
4 11 (7.10%) Varnish
5 5 (3.23%) LXC
6 2 (1.29%) KVM
6 2 (1.29%) oVirt
7 1 (0.65%) Apache Flume
7 1 (0.65%) HDFS
7 1 (0.65%) Hyper-V
7 1 (0.65%) NFS
7 1 (0.65%) VMware Workstation
Systems Management
1 88 (56.77%) Ansible
2 85 (54.84%) Nagios
3 75 (48.39%) Opscode Chef
4 71 (45.81%) Puppet
5 62 (40.00%) Grafana
6 49 (31.61%) Kubernetes
7 36 (23.23%) Consul
8 35 (22.58%) Terraform
9 32 (20.65%) ZABBIX
10 28 (18.06%) Salt
11 26 (16.77%) Docker Swarm
11 26 (16.77%) Packer
12 25 (16.13%) Automic
12 25 (16.13%) Opsview
13 24 (15.48%) logstash
14 23 (14.84%) Kibana
15 17 (10.97%) Graylog
16 13 (8.39%) HAProxy
17 8 (5.16%) Prometheus
18 5 (3.23%) Icinga
Vendors
1 37 (23.87%) Google
2 25 (16.13%) AppDynamics
2 25 (16.13%) VMware
2 25 (16.13%) XebiaLabs
3 21 (13.55%) Splunk
4 17 (10.97%) Red Hat
5 15 (9.68%) Microsoft
6 13 (8.39%) Capita
7 11 (7.10%) Oracle
8 5 (3.23%) New Relic
9 4 (2.58%) Cisco
10 3 (1.94%) CheckPoint
10 3 (1.94%) SolarWinds
11 2 (1.29%) EMC
11 2 (1.29%) NetApp
12 1 (0.65%) Citrix
12 1 (0.65%) Dell
12 1 (0.65%) F5
12 1 (0.65%) HP
12 1 (0.65%) SAP