Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Edinburgh
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 117 130 140
Rank change year-on-year +13 +10 +17
Permanent jobs citing GitHub 27 17 9
As % of all permanent IT jobs advertised in Edinburgh 1.02% 0.68% 0.36%
As % of the Cloud Services category 5.29% 5.31% 4.46%
Number of salaries quoted 21 5 15
Edinburgh median annual salary £52,500 £40,000 £30,000
Median salary % change year-on-year +31.25% +33.33% -9.09%
Scotland median annual salary £47,500 £40,750 £30,000
% change year-on-year +16.56% +35.83% -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 510 320 202
As % of all permanent IT jobs advertised in Edinburgh 19.35% 12.79% 7.97%
Number of salaries quoted 307 221 132
Edinburgh median annual salary £52,500 £50,000 £42,250
Median salary % change year-on-year +5.00% +18.34% -6.11%
10th Percentile £31,250 £32,500 £27,500
90th Percentile £75,000 £73,750 £71,250
Scotland median annual salary £45,000 £45,000 £42,000
% change year-on-year - +7.14% -1.18%

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 22 July 2018.

Salary histogram for GitHub in Edinburgh

For the 6 months to 22 July 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 18 (66.67%) JavaScript
2 15 (55.56%) Git (software)
3 12 (44.44%) SQL
3 12 (44.44%) Java
4 11 (40.74%) Web Services
4 11 (40.74%) Node.js
4 11 (40.74%) Amazon AWS
5 10 (37.04%) RESTful
6 9 (33.33%) Jenkins
7 8 (29.63%) Microsoft Azure
7 8 (29.63%) AngularJS
7 8 (29.63%) Team Foundation Server
7 8 (29.63%) Agile Software Development
8 7 (25.93%) Software Engineering
8 7 (25.93%) Web Development
8 7 (25.93%) JIRA
8 7 (25.93%) C#
8 7 (25.93%) .NET
8 7 (25.93%) MySQL
8 7 (25.93%) CSS
8 7 (25.93%) MongoDB
8 7 (25.93%) Relational Database
8 7 (25.93%) DevOps
9 6 (22.22%) SDLC
9 6 (22.22%) TeamCity
9 6 (22.22%) ASP.NET
9 6 (22.22%) OO
10 5 (18.52%) Visual Studio
10 5 (18.52%) SOAP
10 5 (18.52%) Oracle

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 (14.81%) OpenStack
2 1 (3.70%) Apache
2 1 (3.70%) Confluence
Applications
1 1 (3.70%) 3ds Max
1 1 (3.70%) Adobe Illustrator
1 1 (3.70%) Maya
1 1 (3.70%) Photoshop
Cloud Services
1 11 (40.74%) Amazon AWS
2 8 (29.63%) Microsoft Azure
3 1 (3.70%) Asana
3 1 (3.70%) AWS CloudFormation
3 1 (3.70%) Google Cloud Platform
3 1 (3.70%) Route 53
3 1 (3.70%) Virtual Private Cloud
Communications & Networking
1 1 (3.70%) HTTPS
1 1 (3.70%) SSL
Database & Business Intelligence
1 7 (25.93%) MongoDB
1 7 (25.93%) MySQL
1 7 (25.93%) Relational Database
2 5 (18.52%) SQL Server
3 3 (11.11%) NoSQL
4 1 (3.70%) Amazon RDS
4 1 (3.70%) Big Data
4 1 (3.70%) Oracle Database
4 1 (3.70%) PostgreSQL
Development Applications
1 15 (55.56%) Git (software)
2 9 (33.33%) Jenkins
3 8 (29.63%) Team Foundation Server
4 7 (25.93%) JIRA
5 6 (22.22%) TeamCity
6 5 (18.52%) Octopus Deploy
6 5 (18.52%) Visual Studio
7 4 (14.81%) Maven
8 2 (7.41%) Grunt
8 2 (7.41%) gulp
8 2 (7.41%) SoapUI
8 2 (7.41%) Subversion
9 1 (3.70%) Axure RP
9 1 (3.70%) Balsamiq Mockups
9 1 (3.70%) Dreamweaver
9 1 (3.70%) GitLab
9 1 (3.70%) Selenium
General
1 1 (3.70%) Banking
1 1 (3.70%) Finance
1 1 (3.70%) Publishing
Job Titles
1 19 (70.37%) Developer
2 7 (25.93%) Java Developer
3 4 (14.81%) Delivery Manager
3 4 (14.81%) Software Developer
3 4 (14.81%) Web Developer
4 2 (7.41%) DevOps Engineer
4 2 (7.41%) JavaScript Developer
5 1 (3.70%) Applications Developer
5 1 (3.70%) Full Stack Developer
5 1 (3.70%) Java Applications Developer
5 1 (3.70%) Java Web Applications Developer
5 1 (3.70%) SCM Engineer
5 1 (3.70%) Senior Software Engineer
5 1 (3.70%) Software Engineer
5 1 (3.70%) UI Developer
5 1 (3.70%) UI/UX Developer
5 1 (3.70%) UX Developer
5 1 (3.70%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 11 (40.74%) Node.js
1 11 (40.74%) Web Services
2 10 (37.04%) RESTful
3 8 (29.63%) AngularJS
4 7 (25.93%) .NET
4 7 (25.93%) CSS
5 6 (22.22%) ASP.NET
6 5 (18.52%) ASP.NET MVC
6 5 (18.52%) JSON
6 5 (18.52%) REST
6 5 (18.52%) SOAP
6 5 (18.52%) XML
7 4 (14.81%) HTML
7 4 (14.81%) LINQ
8 3 (11.11%) Ajax
8 3 (11.11%) CSS3
9 1 (3.70%) ASP.NET Web API
9 1 (3.70%) Sass
9 1 (3.70%) Symfony
9 1 (3.70%) Twitter Bootstrap
Miscellaneous
1 2 (7.41%) Computer Science
1 2 (7.41%) User Experience
2 1 (3.70%) Fintech
2 1 (3.70%) Graphic Design
Operating Systems
1 5 (18.52%) Linux
2 4 (14.81%) Windows
3 3 (11.11%) Android
3 3 (11.11%) Apple iOS
Processes & Methodologies
1 8 (29.63%) Agile Software Development
2 7 (25.93%) DevOps
2 7 (25.93%) Software Engineering
2 7 (25.93%) Web Development
3 6 (22.22%) OO
3 6 (22.22%) SDLC
4 5 (18.52%) Configuration Management
4 5 (18.52%) Continuous Integration
4 5 (18.52%) MVC
5 4 (14.81%) Agile Project Management
5 4 (14.81%) Continuous Delivery
5 4 (14.81%) Creative Thinking
5 4 (14.81%) Decision-Making
5 4 (14.81%) Project Management
5 4 (14.81%) Release Automation
5 4 (14.81%) Service Delivery
5 4 (14.81%) Software Delivery
5 4 (14.81%) Unit Testing
5 4 (14.81%) User Stories
6 2 (7.41%) API Development
Programming Languages
1 18 (66.67%) JavaScript
2 12 (44.44%) Java
2 12 (44.44%) SQL
3 7 (25.93%) C#
4 5 (18.52%) PowerShell
5 4 (14.81%) Java 8
6 3 (11.11%) Java 9
7 1 (3.70%) F#
7 1 (3.70%) Ruby
7 1 (3.70%) TypeScript
Qualifications
1 2 (7.41%) Computer Science Degree
1 2 (7.41%) Degree
Systems Management
1 5 (18.52%) Opscode Chef
2 4 (14.81%) Ansible
2 4 (14.81%) Nagios
2 4 (14.81%) yum
3 1 (3.70%) Single Sign-On
Vendors
1 5 (18.52%) Oracle
1 5 (18.52%) Rackspace
2 4 (14.81%) AppDynamics
2 4 (14.81%) Atlassian
2 4 (14.81%) New Relic
3 2 (7.41%) Microsoft
4 1 (3.70%) Adobe
4 1 (3.70%) Google
4 1 (3.70%) Splunk
4 1 (3.70%) Twitter