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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
GitHub
Scotland / Edinburgh
Rank 92 90 100
Rank change year-on-year -2 +10  
Permanent jobs citing GitHub 3 5 1
As % of all permanent IT jobs advertised in Edinburgh 0.27% 0.37% 0.075%
As % of the Cloud Services category 2.61% 7.04% 0.76%
Number of salaries quoted 0 5 1
Median salary - £30,000 £23,500
Median salary % change year-on-year - +27.65%  
UK excluding London median salary £40,000 £40,000 £41,000
% change year-on-year - -2.43%  

GitHub is in the cloud computing skills category. The next 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.

Cloud Computing Skills
Edinburgh
Permanent job vacancies with a requirement for cloud computing skills 115 71 131
As % of all permanent IT job vacancies advertised in Edinburgh 10.20% 5.31% 9.76%
Number of salaries quoted 87 58 92
Median salary £50,250 £47,500 £45,000
Median salary % change year-on-year +5.78% +5.55%  
90% offered a salary of more than £35,000 £31,400 £28,900
10% offered a salary of more than £72,500 £63,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

GitHub
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing GitHub as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 March 2017, IT jobs citing GitHub also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for GitHub.

1 10 (83.33%) Software Engineering
1 10 (83.33%) AngularJS
2 7 (58.33%) MVC
2 7 (58.33%) JavaScript
3 6 (50.00%) C#
3 6 (50.00%) ASP.NET
3 6 (50.00%) SQL
3 6 (50.00%) .NET
3 6 (50.00%) ASP.NET Web API
3 6 (50.00%) Docker
3 6 (50.00%) Data Structures
3 6 (50.00%) Algorithms
3 6 (50.00%) Travis CI
3 6 (50.00%) Slack
3 6 (50.00%) Customer Requirements
3 6 (50.00%) Git (software)
3 6 (50.00%) WCF
3 6 (50.00%) Cloud Computing
4 5 (41.67%) German Language
4 5 (41.67%) User Experience
4 5 (41.67%) ArangoDB
4 5 (41.67%) Ruby
5 4 (33.33%) Java
5 4 (33.33%) Python
5 4 (33.33%) PHP
5 4 (33.33%) Degree
5 4 (33.33%) Computer Science
5 4 (33.33%) Agile Software Development
5 4 (33.33%) Pair Programming
5 4 (33.33%) Mentoring

GitHub
Top Related 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 1 (8.33%) Apache
Cloud Services
1 6 (50.00%) Cloud Computing
1 6 (50.00%) Slack
Communications & Networking
1 1 (8.33%) TCP/IP
Database & Business Intelligence
1 5 (41.67%) ArangoDB
2 1 (8.33%) MySQL
Development Applications
1 6 (50.00%) Git (software)
1 6 (50.00%) Travis CI
General
1 5 (41.67%) German Language
Job Titles
1 6 (50.00%) Developer
2 5 (41.67%) Software Engineer
3 4 (33.33%) .NET Developer
4 3 (25.00%) Senior Software Engineer
5 1 (8.33%) .NET Software Developer
5 1 (8.33%) ASP.NET Developer
5 1 (8.33%) C# Developer
5 1 (8.33%) Front End Developer (Client-Side Developer)
5 1 (8.33%) Software Developer
5 1 (8.33%) Support Engineer
5 1 (8.33%) Systems Engineer
5 1 (8.33%) Systems Support
5 1 (8.33%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 10 (83.33%) AngularJS
2 6 (50.00%) .NET
2 6 (50.00%) ASP.NET
2 6 (50.00%) ASP.NET Web API
2 6 (50.00%) WCF
3 1 (8.33%) CSS
3 1 (8.33%) HTML
3 1 (8.33%) HTML5
3 1 (8.33%) RESTful
Miscellaneous
1 6 (50.00%) Algorithms
1 6 (50.00%) Data Structures
2 5 (41.67%) User Experience
3 4 (33.33%) Blog
3 4 (33.33%) Computer Science
Operating Systems
1 1 (8.33%) CentOS
1 1 (8.33%) Linux
1 1 (8.33%) Red Hat Enterprise Linux
1 1 (8.33%) SUSE
1 1 (8.33%) Ubuntu
1 1 (8.33%) Windows
1 1 (8.33%) Windows Server
Processes & Methodologies
1 10 (83.33%) Software Engineering
2 7 (58.33%) MVC
3 6 (50.00%) Customer Requirements
4 4 (33.33%) Agile Software Development
4 4 (33.33%) Mentoring
4 4 (33.33%) Pair Programming
4 4 (33.33%) Web Application Development
5 1 (8.33%) Continuous Improvement
5 1 (8.33%) Front End Development
5 1 (8.33%) High Availability
5 1 (8.33%) Open Source
5 1 (8.33%) Prototyping
5 1 (8.33%) Wireframes
Programming Languages
1 7 (58.33%) JavaScript
2 6 (50.00%) C#
2 6 (50.00%) SQL
3 5 (41.67%) Ruby
4 4 (33.33%) Java
4 4 (33.33%) PHP
4 4 (33.33%) Python
5 1 (8.33%) Bash Shell
Qualifications
1 4 (33.33%) Degree
Quality Assurance & Compliance
1 1 (8.33%) SLA
System Software
1 6 (50.00%) Docker
Vendors
1 2 (16.67%) Twitter