Period
to 23 October 2019

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

GitHub
UK > England
6 months to
23 Oct 2019
Same period 2018 Same period 2017
Rank 265 285 281
Rank change year-on-year +20 -4 +126
Permanent jobs citing GitHub 1,602 1,857 2,118
As % of all permanent IT jobs advertised in England 1.27% 1.21% 1.29%
As % of the Cloud Services category 3.96% 4.83% 6.72%
Number of salaries quoted 1,200 1,320 1,578
England median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.55%
10th Percentile £32,500 £33,750 £29,175
90th Percentile £96,250 £90,000 £80,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 40,404 38,463 31,519
As % of all permanent IT jobs advertised in England 31.98% 25.04% 19.13%
Number of salaries quoted 33,244 31,297 26,199
England median annual salary £55,000 £55,000 £52,000
Median salary % change year-on-year - +5.77% +1.96%
10th Percentile £30,000 £30,000 £27,750
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 23 October 2019.

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 23 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
London +29 829 £70,000 +3.70% 163
North of England +78 289 £46,000 +15.00% 57
South East +13 283 £50,000 -9.09% 53
North West +106 211 £45,500 +13.75% 34
Midlands +6 93 £60,000 +50.00% 22
Yorkshire +13 75 £47,500 - 18
East of England -7 55 £45,000 -5.26% 14
East Midlands +10 49 £60,000 +60.00% 15
South West -37 49 £48,750 - 19
West Midlands -4 44 £50,000 +25.00% 7
North East +13 2 £52,500 +44.83% 5
GitHub
UK

For the 6 months to 23 October 2019, 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.

1 910 (56.80%) Agile Software Development
2 726 (45.32%) JavaScript
3 646 (40.32%) AWS
4 525 (32.77%) Git (software)
5 520 (32.46%) Java
6 511 (31.90%) DevOps
7 503 (31.40%) Docker
8 470 (29.34%) Jenkins
9 424 (26.47%) Python
9 424 (26.47%) TDD
10 410 (25.59%) HTML
11 376 (23.47%) Software Engineering
12 375 (23.41%) C#
13 371 (23.16%) JIRA
13 371 (23.16%) Azure
14 367 (22.91%) CSS
15 364 (22.72%) Node.js
16 358 (22.35%) Linux
17 346 (21.60%) Scrum
18 337 (21.04%) React
19 316 (19.73%) SQL
20 288 (17.98%) Continuous Integration
21 286 (17.85%) .NET
22 283 (17.67%) Finance
22 283 (17.67%) AngularJS
23 253 (15.79%) PHP
24 250 (15.61%) Kubernetes
25 238 (14.86%) Test Automation
26 237 (14.79%) Microservices
27 232 (14.48%) Ansible

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
1 117 (7.30%) Confluence
2 68 (4.24%) CMS
3 66 (4.12%) WordPress
4 59 (3.68%) Elasticsearch
5 47 (2.93%) Apache
6 44 (2.75%) Apache Spark
7 42 (2.62%) nginx
8 41 (2.56%) Cloud Foundry
9 29 (1.81%) IIS
10 27 (1.69%) OpenStack
11 23 (1.44%) Drupal
12 17 (1.06%) SharePoint
12 17 (1.06%) Tomcat
13 15 (0.94%) Umbraco
14 13 (0.81%) WebSphere
15 12 (0.75%) WebSphere Application Server
16 11 (0.69%) MQSeries
17 9 (0.56%) Mule
18 8 (0.50%) Apache Solr
18 8 (0.50%) Headless CMS
Applications
1 14 (0.87%) Photoshop
2 10 (0.62%) Adobe Illustrator
3 9 (0.56%) Microsoft Excel
4 8 (0.50%) Microsoft PowerPoint
5 5 (0.31%) Microsoft Office
6 2 (0.12%) MS Visio
7 1 (0.062%) InDesign
Business Applications
1 38 (2.37%) Magento
2 37 (2.31%) Dynamics CRM
3 3 (0.19%) NetSuite
4 2 (0.12%) CA PPM
4 2 (0.12%) Payment Gateway
4 2 (0.12%) Summit
5 1 (0.062%) Distributed Ledger
5 1 (0.062%) Dynamics NAV
5 1 (0.062%) Oracle Applications
5 1 (0.062%) R3 Corda
Cloud Services
1 646 (40.32%) AWS
2 371 (23.16%) Azure
3 184 (11.49%) GCP
4 128 (7.99%) Serverless
4 128 (7.99%) Slack
5 112 (6.99%) SaaS
6 85 (5.31%) AWS Lambda
7 84 (5.24%) Amazon EC2
8 71 (4.43%) Amazon S3
9 68 (4.24%) AWS CloudFormation
10 44 (2.75%) Amazon SQS
11 41 (2.56%) npm
12 37 (2.31%) Cloud Computing
13 35 (2.18%) PaaS
14 31 (1.94%) OpenShift
15 29 (1.81%) AWS Elastic Beanstalk
16 26 (1.62%) IaaS
16 26 (1.62%) Trello
17 23 (1.44%) Datadog
17 23 (1.44%) Virtual Private Cloud
Communications & Networking
1 51 (3.18%) Internet
2 29 (1.81%) DNS
3 27 (1.69%) Firewall
4 21 (1.31%) DHCP
5 14 (0.87%) HTTP
5 14 (0.87%) TCP/IP
6 10 (0.62%) Skype
7 9 (0.56%) Network Security
7 9 (0.56%) SSL
8 8 (0.50%) VPN
9 7 (0.44%) SNMP
10 6 (0.37%) SAN
11 5 (0.31%) FTP
11 5 (0.31%) Intranet
12 4 (0.25%) VLAN
12 4 (0.25%) Wi-Fi
13 3 (0.19%) Bluetooth
13 3 (0.19%) Broadband
13 3 (0.19%) ICMP
13 3 (0.19%) Wireshark
Database & Business Intelligence
1 224 (13.98%) MySQL
2 148 (9.24%) SQL Server
3 143 (8.93%) NoSQL
4 111 (6.93%) Relational Database
5 101 (6.30%) PostgreSQL
6 89 (5.56%) MongoDB
7 84 (5.24%) Big Data
8 67 (4.18%) Hadoop
9 65 (4.06%) Amazon DynamoDB
10 47 (2.93%) Amazon RDS
11 27 (1.69%) Apache Hive
12 26 (1.62%) Neo4j
13 25 (1.56%) Redis
14 24 (1.50%) Amazon Redshift
15 21 (1.31%) Apache Cassandra
16 20 (1.25%) BigQuery
16 20 (1.25%) Power BI
16 20 (1.25%) Sqoop
17 19 (1.19%) Oracle Database
18 17 (1.06%) Data Warehouse
Development Applications
1 525 (32.77%) Git (software)
2 470 (29.34%) Jenkins
3 371 (23.16%) JIRA
4 197 (12.30%) Bitbucket
5 173 (10.80%) GitLab
6 135 (8.43%) TeamCity
7 129 (8.05%) Selenium
8 96 (5.99%) Maven
9 93 (5.81%) Cucumber
10 83 (5.18%) Atlassian Bamboo
11 76 (4.74%) SonarQube
12 64 (4.00%) Octopus Deploy
13 54 (3.37%) Subversion
14 53 (3.31%) JUnit
15 51 (3.18%) Jasmine
15 51 (3.18%) Visual Studio
16 47 (2.93%) Sonatype Nexus
17 46 (2.87%) webpack
18 43 (2.68%) Team Foundation Server
19 42 (2.62%) Ant
General
1 283 (17.67%) Finance
2 125 (7.80%) Banking
3 86 (5.37%) Marketing
4 82 (5.12%) Front Office
5 66 (4.12%) Games
6 64 (4.00%) Retail
7 42 (2.62%) Public Sector
8 36 (2.25%) Telecoms
9 34 (2.12%) Electronics
10 29 (1.81%) Publishing
11 27 (1.69%) Advertising
12 25 (1.56%) Manufacturing
13 21 (1.31%) Legal
14 15 (0.94%) Law
15 11 (0.69%) Automotive
16 9 (0.56%) Investment Banking
17 7 (0.44%) Financial Institution
18 6 (0.37%) Aerospace
19 2 (0.12%) Back Office
19 2 (0.12%) Multimedia
Job Titles
1 842 (52.56%) Developer
2 212 (13.23%) Software Engineer
3 175 (10.92%) DevOps Engineer
4 144 (8.99%) Senior Developer
5 132 (8.24%) AWS Engineer
6 122 (7.62%) PHP Developer
7 106 (6.62%) Front End Developer (Client-Side Developer)
8 92 (5.74%) Java Developer
9 89 (5.56%) JavaScript Developer
10 88 (5.49%) Full Stack Developer
11 78 (4.87%) React Developer
12 69 (4.31%) Software Developer
13 66 (4.12%) .NET Developer
13 66 (4.12%) AWS Software Engineer
13 66 (4.12%) C# Developer
14 56 (3.50%) Senior DevOps
15 53 (3.31%) Node.js Developer
16 52 (3.25%) Python Developer
17 48 (3.00%) Principal Engineer
17 48 (3.00%) Web Developer
Libraries, Frameworks & Software Standards
1 410 (25.59%) HTML
2 367 (22.91%) CSS
3 364 (22.72%) Node.js
4 337 (21.04%) React
5 286 (17.85%) .NET
6 283 (17.67%) AngularJS
7 225 (14.04%) RESTful
8 164 (10.24%) REST
9 161 (10.05%) Web Services
10 159 (9.93%) JSON
11 152 (9.49%) HTML5
12 136 (8.49%) jQuery
13 124 (7.74%) Vue.js
14 106 (6.62%) Spring
15 99 (6.18%) ASP.NET
16 94 (5.87%) Laravel
17 90 (5.62%) Redux
18 84 (5.24%) Twitter Bootstrap
19 80 (4.99%) React Native
20 73 (4.56%) XML
Miscellaneous
1 168 (10.49%) User Experience
2 132 (8.24%) Mobile App
3 86 (5.37%) Greenfield Project
4 71 (4.43%) Derivative
5 65 (4.06%) Fixed Income
6 54 (3.37%) Cloud Native
7 46 (2.87%) Public Cloud
8 41 (2.56%) Algorithms
9 40 (2.50%) Analytical Skills
9 40 (2.50%) Self-Motivation
10 39 (2.43%) Linux Command Line
11 37 (2.31%) Data Structures
12 30 (1.87%) Data Centre
13 29 (1.81%) Management Information System
14 21 (1.31%) Social Network
15 17 (1.06%) Social Media
16 16 (1.00%) Blog
16 16 (1.00%) Mainframe
17 14 (0.87%) Enterprise Software
17 14 (0.87%) Online Banking
Operating Systems
1 358 (22.35%) Linux
2 116 (7.24%) Windows
3 108 (6.74%) Apple iOS
4 90 (5.62%) Android
5 77 (4.81%) Unix
6 48 (3.00%) Windows Server
7 40 (2.50%) CentOS
8 31 (1.94%) Red Hat Enterprise Linux
9 25 (1.56%) Ubuntu
10 16 (1.00%) Mac OS
11 14 (0.87%) zOS
12 8 (0.50%) Debian
13 7 (0.44%) Windows Server 2012
14 3 (0.19%) Mac OS X
15 2 (0.12%) VMS
15 2 (0.12%) Windows Server 2003
16 1 (0.062%) FreeRTOS
16 1 (0.062%) MVS
16 1 (0.062%) Windows Phone
16 1 (0.062%) Windows Server 2008
Processes & Methodologies
1 910 (56.80%) Agile Software Development
2 511 (31.90%) DevOps
3 424 (26.47%) TDD
4 376 (23.47%) Software Engineering
5 346 (21.60%) Scrum
6 288 (17.98%) Continuous Integration
7 238 (14.86%) Test Automation
8 237 (14.79%) Microservices
9 225 (14.04%) OO
10 216 (13.48%) Mentoring
11 209 (13.05%) BDD
12 205 (12.80%) Front End Development
13 192 (11.99%) Open Source
14 167 (10.42%) Kanban
15 156 (9.74%) Problem-Solving
16 148 (9.24%) Web Development
17 143 (8.93%) Computer Science
18 134 (8.36%) OOP
19 132 (8.24%) MVC
20 122 (7.62%) Coaching
Programming Languages
1 726 (45.32%) JavaScript
2 520 (32.46%) Java
3 424 (26.47%) Python
4 375 (23.41%) C#
5 316 (19.73%) SQL
6 253 (15.79%) PHP
7 128 (7.99%) Ruby
8 99 (6.18%) ES6
9 96 (5.99%) C++
10 90 (5.62%) Bash Shell
11 80 (4.99%) PowerShell
12 73 (4.56%) Apple Swift
13 60 (3.75%) Go
14 54 (3.37%) TypeScript
15 53 (3.31%) Shell Script
16 52 (3.25%) Kotlin
16 52 (3.25%) Scala
17 47 (2.93%) Java 8
18 30 (1.87%) Objective-C
19 28 (1.75%) F#
Qualifications
1 135 (8.43%) Degree
2 54 (3.37%) Computer Science Degree
3 17 (1.06%) AWS Certification
4 13 (0.81%) Network+ Certification
5 8 (0.50%) ISTQB
6 5 (0.31%) DBS Check
6 5 (0.31%) Microsoft Certification
6 5 (0.31%) SC Cleared
6 5 (0.31%) Security Cleared
7 4 (0.25%) ITIL Certification
7 4 (0.25%) MCSA
7 4 (0.25%) PhD
8 3 (0.19%) GCIA
8 3 (0.19%) GCIH
8 3 (0.19%) GSEC
8 3 (0.19%) SSCP
9 2 (0.12%) CCNA
9 2 (0.12%) CCNP
9 2 (0.12%) Cisco Certification
10 1 (0.062%) ISEB
Quality Assurance & Compliance
1 133 (8.30%) QA
2 7 (0.44%) WCAG
3 5 (0.31%) PCI DSS
4 2 (0.12%) Data Quality
4 2 (0.12%) PSD2
5 1 (0.062%) COBIT
5 1 (0.062%) GDPR
5 1 (0.062%) HL7
5 1 (0.062%) ISO/IEC 27001
5 1 (0.062%) MISRA
5 1 (0.062%) MISRA C
5 1 (0.062%) PMO
System Software
1 503 (31.40%) Docker
2 32 (2.00%) VMware Infrastructure
3 31 (1.94%) Active Directory
4 16 (1.00%) Hyper-V
5 13 (0.81%) vSphere
6 10 (0.62%) HDFS
7 8 (0.50%) Apache Flume
8 6 (0.37%) GridGain
8 6 (0.37%) VMware Workstation
8 6 (0.37%) XenApp
9 4 (0.25%) Apache ZooKeeper
10 3 (0.19%) Varnish
11 2 (0.12%) Citrix Hypervisor
11 2 (0.12%) Firmware
11 2 (0.12%) VMware ESXi
11 2 (0.12%) Xen
12 1 (0.062%) KVM
12 1 (0.062%) oVirt
12 1 (0.062%) Slurm Workload Manager
12 1 (0.062%) vCloud
Systems Management
1 250 (15.61%) Kubernetes
2 232 (14.48%) Ansible
3 229 (14.29%) Terraform
4 166 (10.36%) Puppet
5 125 (7.80%) Opscode Chef
6 63 (3.93%) Grafana
7 50 (3.12%) Prometheus
8 43 (2.68%) Packer
9 33 (2.06%) Graphite
10 32 (2.00%) Docker Swarm
11 29 (1.81%) Kibana
12 21 (1.31%) Consul
13 16 (1.00%) logstash
13 16 (1.00%) Mesos
14 11 (0.69%) Salt
15 10 (0.62%) HP Quality Center
16 9 (0.56%) Istio
16 9 (0.56%) Oozie
17 6 (0.37%) Nagios
17 6 (0.37%) Rancher
Vendors
1 166 (10.36%) Microsoft
2 133 (8.30%) Google
3 65 (4.06%) Bloomberg
3 65 (4.06%) Reuters
4 64 (4.00%) Oracle
5 52 (3.25%) Atlassian
6 43 (2.68%) VMware
7 31 (1.94%) Splunk
8 30 (1.87%) AppDynamics
9 28 (1.75%) SAP
10 26 (1.62%) New Relic
11 22 (1.37%) Salesforce.com
12 19 (1.19%) IBM
13 17 (1.06%) Apple
13 17 (1.06%) Cypress Semiconductor
13 17 (1.06%) Sitecore
14 14 (0.87%) Teradata
15 11 (0.69%) ServiceNow
15 11 (0.69%) Tableau
16 10 (0.62%) Xamarin