Period
to

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 28 June 2022 with a comparison to the same period in the previous 2 years.

GitHub
UK > England
6 months to
28 Jun 2022
Same period 2021 Same period 2020
Rank 117 159 262
Rank change year-on-year +42 +103 +19
Permanent jobs citing GitHub 4,646 2,040 904
As % of all permanent jobs advertised in England 3.13% 2.18% 1.24%
As % of the Cloud Services category 7.07% 5.04% 3.42%
Number of salaries quoted 1,335 971 644
10th Percentile £38,300 £36,250 £31,250
25th Percentile £48,750 £45,000 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £57,500
Median % change year-on-year +8.33% +4.35% -4.17%
75th Percentile £81,250 £79,375 £71,263
90th Percentile £95,000 £91,250 £81,250
UK median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -4.17%

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 65,685 40,491 26,442
As % of all permanent IT jobs advertised in England 44.27% 43.20% 36.23%
Number of salaries quoted 34,629 29,773 21,959
10th Percentile £32,500 £33,220 £32,500
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £61,500 £60,000 £57,500
Median % change year-on-year +2.50% +4.35% +4.55%
75th Percentile £82,500 £77,500 £76,250
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

GitHub
Job Vacancy Trend in England

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

Job vacancy trend for GitHub in England

GitHub
Salary Trend in England

3-month moving average salary quoted in jobs citing GitHub in England.

Salary trend for GitHub in England

GitHub
Salary Histogram in England

Salary distribution for jobs citing GitHub in England over the 6 months to 28 June 2022.

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 28 June 2022. 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
Jobs
London +35 3,073 £72,500 +7.41% 213
South East +14 604 £60,000 +14.29% 33
North of England +48 391 £52,500 - 55
South West +71 260 £55,000 +19.57% 37
North West +17 203 £57,500 -2.13% 27
Yorkshire +45 138 £49,500 -1.00% 23
Midlands -92 118 £55,000 +4.76% 22
East of England +16 117 £55,000 +51.72% 11
West Midlands -77 79 £55,000 - 14
North East +4 50 £40,000 -17.53% 5
East Midlands -37 39 £70,000 +75.00% 8
GitHub
UK

For the 6 months to 28 June 2022, 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 2,772 (59.66%) Agile
2 2,287 (49.23%) AWS
3 2,008 (43.22%) CI/CD
4 1,854 (39.91%) Git (software)
5 1,796 (38.66%) JavaScript
6 1,764 (37.97%) DevOps
7 1,733 (37.30%) Software Engineering
8 1,626 (35.00%) Python
9 1,585 (34.12%) Docker
10 1,539 (33.13%) React
11 1,510 (32.50%) Azure
12 1,440 (30.99%) Kubernetes
13 1,306 (28.11%) Java
14 1,299 (27.96%) Node.js
15 1,179 (25.38%) TypeScript
16 1,104 (23.76%) Test Automation
17 1,096 (23.59%) Jenkins
18 1,093 (23.53%) SQL
19 1,081 (23.27%) Finance
20 1,015 (21.85%) Terraform
21 994 (21.39%) Full Stack Development
22 945 (20.34%) Microservices
23 928 (19.97%) PostgreSQL
24 897 (19.31%) Scrum
25 851 (18.32%) GitHub Actions
26 832 (17.91%) Computer Science
27 830 (17.86%) CSS
27 830 (17.86%) Social Skills
28 770 (16.57%) Linux
29 761 (16.38%) Problem-Solving

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
1 334 (7.19%) Confluence
2 154 (3.31%) Apache Spark
3 143 (3.08%) Apache
4 115 (2.48%) Apache Airflow
5 102 (2.20%) CMS
6 65 (1.40%) Cloud Foundry
7 54 (1.16%) Jupyter
8 47 (1.01%) GemFire
8 47 (1.01%) Tornado
9 44 (0.95%) IIS
10 37 (0.80%) WordPress
11 35 (0.75%) nginx
12 31 (0.67%) Strapi
13 20 (0.43%) Luigi
14 19 (0.41%) Headless CMS
15 18 (0.39%) Drupal
16 15 (0.32%) IBM Domino
16 15 (0.32%) WebLogic
17 14 (0.30%) Apache Solr
18 13 (0.28%) Mule
Applications
1 68 (1.46%) Microsoft Excel
2 47 (1.01%) Microsoft Office
3 21 (0.45%) Microsoft PowerPoint
4 12 (0.26%) MS Visio
5 11 (0.24%) Adobe Creative Suite
5 11 (0.24%) Photoshop
6 10 (0.22%) Revit
6 10 (0.22%) SOLIDWORKS
7 8 (0.17%) Chatbot
8 7 (0.15%) Adobe XD
8 7 (0.15%) InVision
9 6 (0.13%) Spreadsheet
10 3 (0.065%) Adobe Illustrator
10 3 (0.065%) Campfire
10 3 (0.065%) Microsoft Project
11 2 (0.043%) FileZilla
11 2 (0.043%) Sketch
12 1 (0.022%) LaTeX
12 1 (0.022%) Zeplin
Business Applications
1 43 (0.93%) Payment Gateway
2 33 (0.71%) Dynamics CRM
3 30 (0.65%) Distributed Ledger
4 27 (0.58%) Magento
5 14 (0.30%) Shopify
6 8 (0.17%) JDE OneWorld
6 8 (0.17%) SAP Hybris
7 3 (0.065%) SAP Oil and Gas
8 2 (0.043%) Oracle Cash Management
8 2 (0.043%) Oracle EBS
8 2 (0.043%) Oracle EBS R12
8 2 (0.043%) Oracle General Ledger
8 2 (0.043%) Oracle Payables
8 2 (0.043%) Oracle Procure-to-Pay
8 2 (0.043%) Oracle Receivables
8 2 (0.043%) Summit
8 2 (0.043%) WebTrends
9 1 (0.022%) Dynamics GP
9 1 (0.022%) Oracle Applications
9 1 (0.022%) SimCorp Dimension
Cloud Services
1 2,287 (49.23%) AWS
2 1,510 (32.50%) Azure
3 851 (18.32%) GitHub Actions
4 738 (15.88%) Serverless
5 707 (15.22%) GCP
6 474 (10.20%) Azure DevOps
7 417 (8.98%) SaaS
8 317 (6.82%) Amazon S3
9 298 (6.41%) AWS Lambda
10 203 (4.37%) Amazon EC2
11 183 (3.94%) OpenShift
12 179 (3.85%) Azure AKS
13 177 (3.81%) PaaS
14 168 (3.62%) AWS CloudFormation
15 157 (3.38%) Amazon EKS
16 155 (3.34%) Amazon Kinesis
17 142 (3.06%) Amazon ECS
18 137 (2.95%) Slack
19 128 (2.76%) Azure Data Factory
19 128 (2.76%) Heroku
Communications & Networking
1 132 (2.84%) HTTP
2 94 (2.02%) Firewall
3 71 (1.53%) Internet
4 63 (1.36%) DNS
5 49 (1.05%) TCP/IP
6 41 (0.88%) LAN
7 39 (0.84%) Broadband
8 37 (0.80%) Cisco IPT
9 30 (0.65%) VPN
10 28 (0.60%) Network Security
11 21 (0.45%) SSL
12 20 (0.43%) WAN
13 19 (0.41%) SD-WAN
14 18 (0.39%) FTP
15 17 (0.37%) Wireless
16 16 (0.34%) SSH
17 15 (0.32%) DHCP
17 15 (0.32%) Skype
18 14 (0.30%) DSL
19 11 (0.24%) Bluetooth
Database & Business Intelligence
1 928 (19.97%) PostgreSQL
2 633 (13.62%) NoSQL
3 523 (11.26%) Relational Database
4 492 (10.59%) Redis
5 477 (10.27%) MySQL
6 393 (8.46%) Elasticsearch
7 310 (6.67%) MongoDB
8 268 (5.77%) SQL Server
9 215 (4.63%) Big Data
10 210 (4.52%) Data Warehouse
11 167 (3.59%) DynamoDB
12 159 (3.42%) Amazon RDS
13 152 (3.27%) Data Lake
14 112 (2.41%) Apache Cassandra
15 94 (2.02%) Amazon Aurora
16 82 (1.76%) Power BI
17 75 (1.61%) BigQuery
17 75 (1.61%) SQL Server Integration Services
18 70 (1.51%) RDBMS
19 67 (1.44%) Hadoop
Development Applications
1 1,854 (39.91%) Git (software)
2 1,096 (23.59%) Jenkins
3 718 (15.45%) JIRA
4 604 (13.00%) GitLab
5 409 (8.80%) CircleCI
6 374 (8.05%) Cypress.io
7 337 (7.25%) webpack
8 241 (5.19%) Bitbucket
9 240 (5.17%) Selenium
10 180 (3.87%) Cucumber
10 180 (3.87%) JUnit
11 138 (2.97%) Artifactory
12 131 (2.82%) TeamCity
13 123 (2.65%) Postman
14 122 (2.63%) JMeter
15 117 (2.52%) Visual Studio
16 104 (2.24%) SonarQube
17 98 (2.11%) Octopus Deploy
18 96 (2.07%) Sonatype Nexus
19 91 (1.96%) Gradle
General
1 1,081 (23.27%) Finance
2 830 (17.86%) Social Skills
3 501 (10.78%) Inclusion and Diversity
4 449 (9.66%) Analytical Skills
5 411 (8.85%) Banking
6 407 (8.76%) Games
7 351 (7.55%) Retail
8 241 (5.19%) Law
9 221 (4.76%) Marketing
10 194 (4.18%) Public Sector
11 167 (3.59%) Legal
12 110 (2.37%) Publishing
13 85 (1.83%) Automotive
14 83 (1.79%) Pharmaceutical
15 82 (1.76%) Advertising
16 58 (1.25%) Back Office
17 52 (1.12%) Aerospace
17 52 (1.12%) Presentation Skills
18 51 (1.10%) Online Betting
19 40 (0.86%) Telecoms
Job Titles
1 1,473 (31.70%) Developer
2 1,081 (23.27%) Software Engineer
3 468 (10.07%) Senior Developer
4 459 (9.88%) DevOps Engineer
5 384 (8.27%) Senior Software Engineer
6 349 (7.51%) Full Stack Developer
7 289 (6.22%) Data Engineer
8 233 (5.02%) Cloud Engineer
9 203 (4.37%) Software Developer
10 178 (3.83%) Front End Developer (Client-Side Developer)
11 146 (3.14%) Java Developer
12 140 (3.01%) Applications Engineer
13 139 (2.99%) Azure Engineer
14 132 (2.84%) Principal Engineer
15 127 (2.73%) Senior Full Stack Developer
16 123 (2.65%) Senior Data Engineer
17 119 (2.56%) Senior Cloud Engineer
18 116 (2.50%) .NET Developer
19 112 (2.41%) Backend Developer
20 105 (2.26%) Security Engineer
Libraries, Frameworks & Software Standards
1 1,539 (33.13%) React
2 1,299 (27.96%) Node.js
3 830 (17.86%) CSS
4 739 (15.91%) HTML
5 628 (13.52%) .NET
6 608 (13.09%) REST
7 545 (11.73%) RESTful
8 503 (10.83%) GraphQL
9 463 (9.97%) AngularJS
10 461 (9.92%) Kafka
11 459 (9.88%) Spring
12 366 (7.88%) Jest
13 357 (7.68%) Vue.js
14 356 (7.66%) Spring Boot
15 352 (7.58%) RabbitMQ
16 258 (5.55%) Sass
17 238 (5.12%) Web Services
18 234 (5.04%) Next.js
19 228 (4.91%) Redux
20 222 (4.78%) HTML5
Miscellaneous
1 519 (11.17%) User Experience
2 388 (8.35%) Cloud Native
3 220 (4.74%) Self-Motivation
4 203 (4.37%) Mobile App
5 202 (4.35%) Blog
6 189 (4.07%) Virtual Team
7 185 (3.98%) Algorithms
8 162 (3.49%) Data Structures
9 122 (2.63%) Sports Betting
10 114 (2.45%) Public Cloud
11 113 (2.43%) Video\Live Streaming
12 107 (2.30%) NHS
13 105 (2.26%) Management Information System
14 79 (1.70%) Greenfield Project
15 64 (1.38%) FMCG
15 64 (1.38%) Social Media
16 61 (1.31%) Legacy Systems
17 60 (1.29%) Blockchain
17 60 (1.29%) Enterprise Software
18 56 (1.21%) Hybrid Cloud
Operating Systems
1 770 (16.57%) Linux
2 301 (6.48%) Windows
3 262 (5.64%) Android
4 244 (5.25%) Unix
5 233 (5.02%) Apple iOS
6 63 (1.36%) Windows Server
7 58 (1.25%) VMS
8 51 (1.10%) Ubuntu
9 35 (0.75%) Red Hat Enterprise Linux
10 27 (0.58%) CentOS
11 24 (0.52%) AIX
12 22 (0.47%) Robot Operating System
13 14 (0.30%) Amazon Linux
14 11 (0.24%) Windows 10
15 9 (0.19%) Alpine Linux
16 8 (0.17%) Debian
16 8 (0.17%) Windows Server 2012
17 7 (0.15%) Windows Server 2016
18 6 (0.13%) Embedded Linux
19 5 (0.11%) FreeRTOS
Processes & Methodologies
1 2,772 (59.66%) Agile
2 2,008 (43.22%) CI/CD
3 1,764 (37.97%) DevOps
4 1,733 (37.30%) Software Engineering
5 1,104 (23.76%) Test Automation
6 994 (21.39%) Full Stack Development
7 945 (20.34%) Microservices
8 897 (19.31%) Scrum
9 832 (17.91%) Computer Science
10 761 (16.38%) Problem-Solving
11 738 (15.88%) TDD
12 711 (15.30%) Mentoring
13 657 (14.14%) Continuous Integration
14 615 (13.24%) Analytics
15 602 (12.96%) Infrastructure as Code
16 519 (11.17%) Open Source
17 518 (11.15%) SDLC
18 498 (10.72%) OO
19 435 (9.36%) Unit Testing
20 422 (9.08%) Kanban
Programming Languages
1 1,796 (38.66%) JavaScript
2 1,626 (35.00%) Python
3 1,306 (28.11%) Java
4 1,179 (25.38%) TypeScript
5 1,093 (23.53%) SQL
6 697 (15.00%) C#
7 379 (8.16%) Bash
8 355 (7.64%) Ruby
9 336 (7.23%) Go
10 315 (6.78%) PHP
11 307 (6.61%) PowerShell
12 234 (5.04%) C++
13 230 (4.95%) Scala
14 226 (4.86%) Kotlin
15 167 (3.59%) C
16 160 (3.44%) ES6
17 139 (2.99%) Shell Script
18 114 (2.45%) Rust
19 109 (2.35%) Apple Swift
20 103 (2.22%) R
Qualifications
1 660 (14.21%) Degree
2 243 (5.23%) Computer Science Degree
3 86 (1.85%) Security Cleared
4 78 (1.68%) OCP
4 78 (1.68%) Oracle Certification
5 59 (1.27%) SC Cleared
6 56 (1.21%) Cisco Certification
7 43 (0.93%) (ISC)2 CCSP
8 40 (0.86%) CISSP
9 36 (0.77%) AWS Certification
10 25 (0.54%) PhD
11 24 (0.52%) Numerate Degree
12 19 (0.41%) Master's Degree
13 16 (0.34%) ISTQB
13 16 (0.34%) Microsoft Certification
14 15 (0.32%) PMI Certification
15 14 (0.30%) ISTQB Foundation Certification
16 11 (0.24%) MCAD
16 11 (0.24%) TOGAF Certification
17 9 (0.19%) CCIE
Quality Assurance & Compliance
1 513 (11.04%) QA
2 145 (3.12%) Accessibility
3 88 (1.89%) GDPR
4 52 (1.12%) Data Quality
5 43 (0.93%) PCI DSS
6 35 (0.75%) SLA
7 23 (0.50%) NIST
8 19 (0.41%) WAI
9 16 (0.34%) ISO/IEC 27001
10 14 (0.30%) SOC 1
10 14 (0.30%) SOC 2
11 12 (0.26%) SEPA
12 11 (0.24%) HL7
13 8 (0.17%) HIPAA
14 7 (0.15%) Cyber Essentials
15 6 (0.13%) IASME
15 6 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
16 5 (0.11%) WCAG
17 4 (0.086%) Actionable Recommendations
18 3 (0.065%) PMO
System Software
1 1,585 (34.12%) Docker
2 56 (1.21%) VMware Infrastructure
3 47 (1.01%) Apache ZooKeeper
4 32 (0.69%) Active Directory
5 30 (0.65%) Virtual Machines
6 16 (0.34%) Firmware
7 14 (0.30%) Apache Flume
8 12 (0.26%) Varnish
9 7 (0.15%) HDFS
9 7 (0.15%) vSphere
10 6 (0.13%) LXC
10 6 (0.13%) Virtual Servers
11 5 (0.11%) Ceph
11 5 (0.11%) KVM
11 5 (0.11%) Slurm Workload Manager
12 4 (0.086%) NFS
12 4 (0.086%) VirtualBox
13 3 (0.065%) Virtual Desktop
13 3 (0.065%) VMware ESXi
14 2 (0.043%) Samba
Systems Management
1 1,440 (30.99%) Kubernetes
2 1,015 (21.85%) Terraform
3 382 (8.22%) Ansible
4 201 (4.33%) Prometheus
5 176 (3.79%) Grafana
6 125 (2.69%) Opscode Chef
7 101 (2.17%) Puppet
8 90 (1.94%) Kibana
9 47 (1.01%) Packer
10 37 (0.80%) Argo
11 36 (0.77%) Istio
12 30 (0.65%) Rancher
13 28 (0.60%) Docker Swarm
14 25 (0.54%) HP Quality Center
15 24 (0.52%) Nagios
16 23 (0.50%) Graphite
17 22 (0.47%) Consul
18 14 (0.30%) HP Fortify
18 14 (0.30%) Microsoft Intune
18 14 (0.30%) PowerCLI
Vendors
1 406 (8.74%) Google
2 369 (7.94%) Microsoft
3 198 (4.26%) Oracle
4 107 (2.30%) Apple
4 107 (2.30%) New Relic
5 99 (2.13%) Databricks
6 98 (2.11%) Salesforce.com
7 76 (1.64%) SAP
8 70 (1.51%) VMware
9 57 (1.23%) Palantir
10 49 (1.05%) Splunk
11 48 (1.03%) Netlify
12 46 (0.99%) Adobe
12 46 (0.99%) Atlassian
13 41 (0.88%) Foundry
13 41 (0.88%) Optimizely
14 39 (0.84%) Elastic Path
15 38 (0.82%) accuRx
16 37 (0.80%) Red Hat
17 33 (0.71%) SolarWinds