Period
to 26 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 26 April 2018 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Edinburgh
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 121 126 138
Rank change year-on-year +5 +12 +7
Permanent jobs citing GitHub 21 12 7
As % of all permanent IT jobs advertised in Edinburgh 0.79% 0.55% 0.27%
As % of the Cloud Services category 4.21% 4.82% 3.70%
Number of salaries quoted 16 2 14
Edinburgh median annual salary £53,750 £63,750 £30,000
Median salary % change year-on-year -15.69% +112.50% -27.27%
Scotland median annual salary £40,000 £40,000 £30,000
% change year-on-year - +33.33% -25.00%

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 Edinburgh with a requirement for cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 499 249 189
As % of all permanent IT jobs advertised in Edinburgh 18.88% 11.32% 7.27%
Number of salaries quoted 312 174 137
Edinburgh median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £30,375 £29,750
90th Percentile £68,750 £75,000 £70,000
Scotland median annual salary £45,000 £45,000 £43,500
% change year-on-year - +3.45% -3.33%

GitHub
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for GitHub in Edinburgh

GitHub
Salary Trend in Edinburgh

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

Salary trend for GitHub in Edinburgh

GitHub
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing GitHub in Edinburgh over the 6 months to 26 April 2018.

Salary histogram for GitHub in Edinburgh

For the 6 months to 26 April 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 Edinburgh region with a requirement for GitHub.

1 14 (66.67%) Git (software)
2 13 (61.90%) JavaScript
3 12 (57.14%) SQL
4 10 (47.62%) Java
5 9 (42.86%) Amazon AWS
5 9 (42.86%) Node.js
6 8 (38.10%) RESTful
6 8 (38.10%) Web Services
6 8 (38.10%) DevOps
7 7 (33.33%) AngularJS
7 7 (33.33%) MySQL
7 7 (33.33%) MongoDB
7 7 (33.33%) Web Development
8 6 (28.57%) Software Engineering
8 6 (28.57%) Microsoft Azure
8 6 (28.57%) Team Foundation Server
8 6 (28.57%) SDLC
9 5 (23.81%) Jenkins
9 5 (23.81%) Octopus Deploy
9 5 (23.81%) PowerShell
10 4 (19.05%) TeamCity
10 4 (19.05%) OpenStack
10 4 (19.05%) Maven
10 4 (19.05%) JIRA
10 4 (19.05%) Atlassian
10 4 (19.05%) Continuous Integration
10 4 (19.05%) Agile Software Development
10 4 (19.05%) Service Delivery
10 4 (19.05%) Nagios
10 4 (19.05%) Configuration Management

GitHub
Co-occurring IT Skills in Edinburgh 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 4 (19.05%) OpenStack
Cloud Services
1 9 (42.86%) Amazon AWS
2 6 (28.57%) Microsoft Azure
3 1 (4.76%) Asana
Database & Business Intelligence
1 7 (33.33%) MongoDB
1 7 (33.33%) MySQL
2 3 (14.29%) Big Data
2 3 (14.29%) Relational Database
3 2 (9.52%) SQL Server
4 1 (4.76%) NoSQL
Development Applications
1 14 (66.67%) Git (software)
2 6 (28.57%) Team Foundation Server
3 5 (23.81%) Jenkins
3 5 (23.81%) Octopus Deploy
4 4 (19.05%) JIRA
4 4 (19.05%) Maven
4 4 (19.05%) TeamCity
5 3 (14.29%) Subversion
5 3 (14.29%) Visual Studio
6 2 (9.52%) Grunt
6 2 (9.52%) gulp
7 1 (4.76%) GitLab
7 1 (4.76%) Selenium
General
1 1 (4.76%) Publishing
Job Titles
1 16 (76.19%) Developer
2 7 (33.33%) Java Developer
3 4 (19.05%) Delivery Manager
3 4 (19.05%) Web Developer
4 2 (9.52%) Applications Developer
4 2 (9.52%) Java Applications Developer
4 2 (9.52%) Java Web Applications Developer
4 2 (9.52%) JavaScript Developer
4 2 (9.52%) Software Developer
4 2 (9.52%) Web Applications Developer
5 1 (4.76%) Developer/Software Engineer
5 1 (4.76%) DevOps Engineer
5 1 (4.76%) Full Stack Developer
5 1 (4.76%) Java Engineer
5 1 (4.76%) Java Software Developer
5 1 (4.76%) Java Software Engineer
5 1 (4.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (42.86%) Node.js
2 8 (38.10%) RESTful
2 8 (38.10%) Web Services
3 7 (33.33%) AngularJS
4 4 (19.05%) CSS
5 3 (14.29%) .NET
5 3 (14.29%) ASP.NET
5 3 (14.29%) ASP.NET MVC
5 3 (14.29%) Hibernate
5 3 (14.29%) HTML
5 3 (14.29%) Spring
6 2 (9.52%) JSON
6 2 (9.52%) LINQ
6 2 (9.52%) REST
6 2 (9.52%) SOAP
6 2 (9.52%) XML
7 1 (4.76%) .NET Framework
7 1 (4.76%) Ruby on Rails
7 1 (4.76%) Symfony
7 1 (4.76%) Twitter Bootstrap
Miscellaneous
1 1 (4.76%) Fintech
1 1 (4.76%) User Experience
Operating Systems
1 4 (19.05%) Linux
1 4 (19.05%) Windows
2 1 (4.76%) Android
2 1 (4.76%) Apple iOS
Processes & Methodologies
1 8 (38.10%) DevOps
2 7 (33.33%) Web Development
3 6 (28.57%) SDLC
3 6 (28.57%) Software Engineering
4 4 (19.05%) Agile Project Management
4 4 (19.05%) Agile Software Development
4 4 (19.05%) Configuration Management
4 4 (19.05%) Continuous Delivery
4 4 (19.05%) Continuous Integration
4 4 (19.05%) Creative Thinking
4 4 (19.05%) Decision-Making
4 4 (19.05%) Project Management
4 4 (19.05%) Release Automation
4 4 (19.05%) Service Delivery
4 4 (19.05%) Software Delivery
4 4 (19.05%) User Stories
5 3 (14.29%) MVC
5 3 (14.29%) OO
6 2 (9.52%) Unit Testing
6 2 (9.52%) Web Application Development
Programming Languages
1 13 (61.90%) JavaScript
2 12 (57.14%) SQL
3 10 (47.62%) Java
4 5 (23.81%) PowerShell
5 4 (19.05%) Java 8
6 3 (14.29%) C#
7 1 (4.76%) Java 9
7 1 (4.76%) Ruby
7 1 (4.76%) TypeScript
Systems Management
1 4 (19.05%) Ansible
1 4 (19.05%) Nagios
1 4 (19.05%) Opscode Chef
1 4 (19.05%) yum
Vendors
1 4 (19.05%) AppDynamics
1 4 (19.05%) Atlassian
1 4 (19.05%) New Relic
1 4 (19.05%) Rackspace
2 2 (9.52%) Microsoft
2 2 (9.52%) Oracle
3 1 (4.76%) Twitter