Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for GitHub skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GitHub over the 6 months to 19 November 2018 with a comparison to the same period in the previous 2 years.

GitHub
UK > England
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 280 276 400
Rank change year-on-year -4 +124 +98
Permanent jobs citing GitHub 1,827 2,120 1,385
As % of all permanent IT jobs advertised in England 1.21% 1.27% 0.78%
As % of the Cloud Services category 4.96% 6.72% 5.88%
Number of salaries quoted 1,312 1,586 1,209
England median annual salary £57,500 £52,500 £53,000
Median salary % change year-on-year +9.52% -0.94% +6.00%
10th Percentile £33,750 £28,750 £28,750
90th Percentile £90,000 £79,500 £85,000
UK median annual salary £57,500 £52,500 £52,606
% change year-on-year +9.52% -0.20% +5.21%

GitHub is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 36,814 31,540 23,535
As % of all permanent IT jobs advertised in England 24.40% 18.86% 13.22%
Number of salaries quoted 29,808 26,207 19,930
England median annual salary £55,000 £52,500 £51,820
Median salary % change year-on-year +4.76% +1.31% +3.64%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% +1.01%

GitHub
Job Vacancy Trend in England

Job postings citing GitHub as a percentage of all IT jobs advertised in England.

Job vacancy trend for GitHub in England

GitHub
Salary Trend in England

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

Salary trend for GitHub in England

GitHub
Salary Histogram in England

The salary distribution of IT jobs citing GitHub in England over the 6 months to 19 November 2018.

Salary histogram for GitHub in England

GitHub
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GitHub within the England region over the 6 months to 19 November 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 -12 931 £65,000 +4.00% 191
South East +29 313 £55,000 +10.00% 65
North of England -7 217 £47,500 - 69
Midlands -15 140 £40,000 +23.08% 34
North West -14 120 £40,000 -5.88% 38
East of England +11 113 £50,170 +6.97% 18
South West -22 106 £47,500 -13.64% 24
Yorkshire +19 87 £47,500 -5.00% 28
East Midlands +21 77 £39,000 +34.48% 16
West Midlands -36 63 £40,000 +22.14% 18
North East -13 10 £43,750 -36.59% 3
GitHub
UK

For the 6 months to 19 November 2018, IT jobs citing GitHub 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 GitHub.

1 1,022 (55.94%) Agile Software Development
2 793 (43.40%) JavaScript
3 702 (38.42%) Amazon AWS
4 684 (37.44%) Git (software)
5 620 (33.94%) Java
6 618 (33.83%) Jenkins
7 571 (31.25%) Linux
8 547 (29.94%) DevOps
9 527 (28.85%) CSS
10 522 (28.57%) Docker
11 520 (28.46%) HTML
12 500 (27.37%) SQL
13 476 (26.05%) Continuous Integration
14 433 (23.70%) Python
15 420 (22.99%) Node.js
16 415 (22.71%) JIRA
17 411 (22.50%) Microsoft Azure
18 386 (21.13%) Test Automation
19 382 (20.91%) Scrum
20 352 (19.27%) Software Engineering
21 344 (18.83%) TDD
22 329 (18.01%) Ansible
23 307 (16.80%) C#
24 302 (16.53%) Open Source
25 292 (15.98%) AngularJS
26 291 (15.93%) Finance
27 288 (15.76%) MySQL
28 287 (15.71%) React
29 286 (15.65%) Degree
30 273 (14.94%) NoSQL

GitHub
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
1 177 (9.69%) Confluence
2 129 (7.06%) Elasticsearch
3 106 (5.80%) Apache
4 78 (4.27%) Cloud Foundry
5 77 (4.21%) Ethereum
6 75 (4.11%) CMS
7 72 (3.94%) Apache Spark
8 58 (3.17%) WordPress
9 48 (2.63%) nginx
9 48 (2.63%) Tomcat
10 41 (2.24%) OpenStack
11 30 (1.64%) Anypoint
11 30 (1.64%) Drupal
11 30 (1.64%) WebLogic
12 29 (1.59%) JBoss
13 24 (1.31%) Apache Solr
14 18 (0.99%) SharePoint
15 17 (0.93%) IIS
15 17 (0.93%) Mule
16 14 (0.77%) GlassFish
Applications
1 24 (1.31%) Photoshop
2 23 (1.26%) Microsoft Office
3 10 (0.55%) Adobe Creative Suite
4 6 (0.33%) Doxygen
4 6 (0.33%) Microsoft Excel
4 6 (0.33%) Microsoft PowerPoint
4 6 (0.33%) Mingle
5 5 (0.27%) Chatbot
5 5 (0.27%) MS Visio
6 4 (0.22%) Adobe Illustrator
7 2 (0.11%) Spreadsheet
8 1 (0.055%) HipChat
8 1 (0.055%) InDesign
8 1 (0.055%) InVision
8 1 (0.055%) Microsoft Project
Business Applications
1 48 (2.63%) Distributed Ledger
2 19 (1.04%) Magento
3 17 (0.93%) Payment Gateway
4 6 (0.33%) NetSuite
5 4 (0.22%) Dynamics CRM
5 4 (0.22%) Oracle Applications
5 4 (0.22%) Scribe Insight
6 3 (0.16%) Documaker
6 3 (0.16%) Eloqua
6 3 (0.16%) Shopify
7 2 (0.11%) R3 Corda
7 2 (0.11%) SAP Business One
7 2 (0.11%) Teamcenter
Cloud Services
1 702 (38.42%) Amazon AWS
2 411 (22.50%) Microsoft Azure
3 130 (7.12%) Cloud Computing
4 123 (6.73%) Google Cloud Platform
5 111 (6.08%) AWS CloudFormation
6 88 (4.82%) Amazon EC2
6 88 (4.82%) PaaS
6 88 (4.82%) SaaS
7 81 (4.43%) OpenShift
8 76 (4.16%) IaaS
9 75 (4.11%) Amazon S3
10 63 (3.45%) Slack
11 59 (3.23%) Serverless
12 42 (2.30%) Amazon CloudWatch
12 42 (2.30%) npm
13 40 (2.19%) Route 53
14 39 (2.13%) Virtual Private Cloud
15 28 (1.53%) Amazon ELB
16 27 (1.48%) AWS Elastic Beanstalk
16 27 (1.48%) Heroku
Communications & Networking
1 89 (4.87%) HTTP
2 55 (3.01%) TCP/IP
3 48 (2.63%) Firewall
4 35 (1.92%) DNS
5 32 (1.75%) Internet
6 28 (1.53%) DHCP
7 23 (1.26%) VPN
8 21 (1.15%) SNMP
9 17 (0.93%) Skype
10 15 (0.82%) ICMP
10 15 (0.82%) LAN
11 14 (0.77%) Peer-to-Peer Networking
12 13 (0.71%) WAN
13 12 (0.66%) SSH
14 9 (0.49%) HTTPS
14 9 (0.49%) Intranet
15 7 (0.38%) Modbus
15 7 (0.38%) NAS
15 7 (0.38%) SAN
15 7 (0.38%) Wi-Fi
Database & Business Intelligence
1 288 (15.76%) MySQL
2 273 (14.94%) NoSQL
3 239 (13.08%) SQL Server
4 179 (9.80%) PostgreSQL
5 155 (8.48%) Redis
6 148 (8.10%) MongoDB
7 138 (7.55%) Blockchain
8 128 (7.01%) Relational Database
9 79 (4.32%) Big Data
10 65 (3.56%) Amazon RDS
11 57 (3.12%) Hadoop
12 40 (2.19%) MariaDB
13 27 (1.48%) Apache Cassandra
14 26 (1.42%) Amazon DynamoDB
15 25 (1.37%) Amazon Redshift
15 25 (1.37%) InfluxDB
16 22 (1.20%) RDBMS
17 21 (1.15%) Apache Hive
17 21 (1.15%) Data Warehouse
17 21 (1.15%) SQL Server Integration Services
Development Applications
1 684 (37.44%) Git (software)
2 618 (33.83%) Jenkins
3 415 (22.71%) JIRA
4 179 (9.80%) Bitbucket
5 174 (9.52%) Maven
6 165 (9.03%) Subversion
7 162 (8.87%) Selenium
8 152 (8.32%) TeamCity
9 131 (7.17%) Cucumber
10 110 (6.02%) Visual Studio
11 107 (5.86%) Octopus Deploy
12 106 (5.80%) GitLab
13 103 (5.64%) Sonatype Nexus
14 90 (4.93%) Atlassian Bamboo
15 83 (4.54%) Team Foundation Server
16 82 (4.49%) SonarQube
17 75 (4.11%) JUnit
18 73 (4.00%) Mocha
19 72 (3.94%) Gradle
20 61 (3.34%) JMeter
General
1 291 (15.93%) Finance
2 161 (8.81%) Banking
3 82 (4.49%) Marketing
4 81 (4.43%) Retail
5 76 (4.16%) Games
6 71 (3.89%) Telecoms
7 54 (2.96%) Manufacturing
8 38 (2.08%) Automotive
9 23 (1.26%) Financial Institution
10 19 (1.04%) Advertising
11 18 (0.99%) Law
12 16 (0.88%) Electronics
13 12 (0.66%) Legal
14 11 (0.60%) Investment Banking
15 10 (0.55%) Aerospace
15 10 (0.55%) Retail Banking
16 9 (0.49%) Billing
16 9 (0.49%) Publishing
17 8 (0.44%) Multimedia
18 5 (0.27%) Back Office
Job Titles
1 881 (48.22%) Developer
2 216 (11.82%) DevOps Engineer
3 192 (10.51%) Senior Developer
4 183 (10.02%) Software Engineer
5 132 (7.22%) Java Developer
6 109 (5.97%) Front End Developer (Client-Side Developer)
7 107 (5.86%) JavaScript Developer
8 97 (5.31%) Full Stack Developer
9 93 (5.09%) Node.js Developer
10 86 (4.71%) PHP Developer
11 74 (4.05%) .NET Developer
12 72 (3.94%) Backend Developer
12 72 (3.94%) Blockchain Developer
13 70 (3.83%) Architect
14 69 (3.78%) Software Developer
15 65 (3.56%) C# Developer
16 55 (3.01%) React Developer
17 53 (2.90%) Platform Engineer
18 52 (2.85%) Web Developer
19 49 (2.68%) Junior
Libraries, Frameworks & Software Standards
1 527 (28.85%) CSS
2 520 (28.46%) HTML
3 420 (22.99%) Node.js
4 292 (15.98%) AngularJS
5 287 (15.71%) React
6 246 (13.46%) .NET
7 223 (12.21%) HTML5
8 215 (11.77%) REST
9 207 (11.33%) jQuery
10 191 (10.45%) RESTful
11 184 (10.07%) Web Services
12 171 (9.36%) Spring
13 169 (9.25%) CSS3
14 133 (7.28%) Twitter Bootstrap
15 132 (7.22%) JSON
16 104 (5.69%) Sass
17 99 (5.42%) XML
18 90 (4.93%) SOAP
19 88 (4.82%) Redux
20 86 (4.71%) Elastic Stack
Miscellaneous
1 195 (10.67%) Computer Science
2 163 (8.92%) Mobile App
3 159 (8.70%) User Experience
4 117 (6.40%) Analytical Skills
5 84 (4.60%) Linux Command Line
6 72 (3.94%) Public Cloud
7 71 (3.89%) Fintech
8 70 (3.83%) Bitcoin
9 66 (3.61%) Self-Motivation
10 57 (3.12%) Greenfield Project
11 53 (2.90%) Data Structures
12 50 (2.74%) Algorithms
13 49 (2.68%) Blog
14 42 (2.30%) Device Driver
15 41 (2.24%) Embedded Systems
16 28 (1.53%) Data Centre
17 27 (1.48%) Management Information System
18 26 (1.42%) Client/Server
18 26 (1.42%) Enterprise Software
19 24 (1.31%) Mobile Banking
Operating Systems
1 571 (31.25%) Linux
2 226 (12.37%) Windows
3 138 (7.55%) Unix
4 118 (6.46%) Android
5 111 (6.08%) Red Hat Enterprise Linux
6 103 (5.64%) Apple iOS
7 64 (3.50%) CentOS
8 39 (2.13%) VMS
9 35 (1.92%) Ubuntu
10 32 (1.75%) Windows Server
11 24 (1.31%) Windows Server 2012
12 19 (1.04%) Windows Server 2003
13 12 (0.66%) Mac OS X
14 10 (0.55%) Mac OS
15 8 (0.44%) Amazon Linux
16 7 (0.38%) FreeRTOS
16 7 (0.38%) Solaris
17 6 (0.33%) Robot Operating System
17 6 (0.33%) SUSE
17 6 (0.33%) Windows Server 2008
Processes & Methodologies
1 1,022 (55.94%) Agile Software Development
2 547 (29.94%) DevOps
3 476 (26.05%) Continuous Integration
4 386 (21.13%) Test Automation
5 382 (20.91%) Scrum
6 352 (19.27%) Software Engineering
7 344 (18.83%) TDD
8 302 (16.53%) Open Source
9 259 (14.18%) Microservices
10 216 (11.82%) Kanban
11 209 (11.44%) Continuous Delivery
12 205 (11.22%) Front End Development
13 199 (10.89%) Problem-Solving
14 197 (10.78%) Web Development
15 179 (9.80%) Mentoring
16 161 (8.81%) BDD
17 160 (8.76%) OO
18 148 (8.10%) Configuration Management
19 146 (7.99%) MVC
20 141 (7.72%) SDLC
Programming Languages
1 793 (43.40%) JavaScript
2 620 (33.94%) Java
3 500 (27.37%) SQL
4 433 (23.70%) Python
5 307 (16.80%) C#
6 223 (12.21%) Ruby
7 219 (11.99%) PHP
8 190 (10.40%) ES6
9 184 (10.07%) C++
10 111 (6.08%) C
11 107 (5.86%) Bash Shell
12 104 (5.69%) PowerShell
13 100 (5.47%) Go
14 87 (4.76%) Scala
15 81 (4.43%) Solidity
16 72 (3.94%) Java 8
17 70 (3.83%) Perl
18 64 (3.50%) Kotlin
19 61 (3.34%) Apple Swift
20 59 (3.23%) TypeScript
Qualifications
1 286 (15.65%) Degree
2 104 (5.69%) Computer Science Degree
3 59 (3.23%) AWS Certification
4 51 (2.79%) Security Cleared
5 46 (2.52%) RHCE
6 34 (1.86%) SC Cleared
7 32 (1.75%) Microsoft Certification
8 27 (1.48%) RHCSA
9 20 (1.09%) ISTQB
10 19 (1.04%) MCITP
10 19 (1.04%) MCSE
10 19 (1.04%) VMware Certified Professional (VCP)
11 16 (0.88%) MCSA
12 15 (0.82%) PhD
13 13 (0.71%) DV Cleared
13 13 (0.71%) ISEB
14 12 (0.66%) GCIA
14 12 (0.66%) MCP
14 12 (0.66%) MCPD
14 12 (0.66%) SSCP
Quality Assurance & Compliance
1 208 (11.38%) QA
2 10 (0.55%) GDPR
2 10 (0.55%) PCI DSS
3 9 (0.49%) PMO
4 7 (0.38%) SLA
5 6 (0.33%) WCAG
6 2 (0.11%) COBIT
6 2 (0.11%) ISO 13485
6 2 (0.11%) ISO 26262
6 2 (0.11%) ISO 9001
6 2 (0.11%) ISO/IEC 27001
7 1 (0.055%) Data Quality
7 1 (0.055%) HIPAA
7 1 (0.055%) HL7
7 1 (0.055%) PSD2
System Software
1 522 (28.57%) Docker
2 89 (4.87%) Virtual Machines
3 60 (3.28%) VMware Infrastructure
4 31 (1.70%) Active Directory
5 23 (1.26%) Apache ZooKeeper
6 22 (1.20%) Firmware
6 22 (1.20%) HDFS
7 21 (1.15%) Hyper-V
8 18 (0.99%) Varnish
9 8 (0.44%) Xen
10 6 (0.33%) KVM
10 6 (0.33%) oVirt
11 5 (0.27%) vSphere
12 4 (0.22%) Apache Flume
12 4 (0.22%) etcd
12 4 (0.22%) SkyDNS
12 4 (0.22%) vCloud
12 4 (0.22%) VMware ESXi
12 4 (0.22%) VMware Server
13 3 (0.16%) VirtualBox
Systems Management
1 329 (18.01%) Ansible
2 269 (14.72%) Kubernetes
3 241 (13.19%) Puppet
4 202 (11.06%) Opscode Chef
5 168 (9.20%) Terraform
6 76 (4.16%) Grafana
7 73 (4.00%) Docker Swarm
8 65 (3.56%) Packer
9 50 (2.74%) Kibana
10 37 (2.03%) logstash
10 37 (2.03%) Prometheus
11 36 (1.97%) Consul
12 34 (1.86%) Graphite
13 23 (1.26%) Salt
14 22 (1.20%) Nagios
15 17 (0.93%) rkt
16 14 (0.77%) Oozie
17 13 (0.71%) Mesos
17 13 (0.71%) ZABBIX
18 12 (0.66%) Hadoop YARN
Vendors
1 230 (12.59%) Microsoft
2 135 (7.39%) Oracle
3 119 (6.51%) Google
4 111 (6.08%) Red Hat
5 106 (5.80%) VMware
6 94 (5.15%) Splunk
7 81 (4.43%) AppDynamics
8 79 (4.32%) Atlassian
9 72 (3.94%) New Relic
10 34 (1.86%) MuleSoft
11 24 (1.31%) ServiceNow
12 20 (1.09%) Sitecore
13 19 (1.04%) Adobe
13 19 (1.04%) Dynatrace
14 16 (0.88%) Cognizant
14 16 (0.88%) Palo Alto
15 15 (0.82%) Hortonworks
15 15 (0.82%) WorldPay
16 14 (0.77%) Pega
16 14 (0.77%) Zend