Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Edinburgh
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 136 121 130
Rank change year-on-year -15 +9 +25
Permanent jobs citing GitHub 18 31 3
As % of all permanent IT jobs advertised in Edinburgh 0.71% 1.14% 0.13%
As % of the Cloud Services category 3.73% 7.45% 1.39%
Number of salaries quoted 14 12 1
Edinburgh median annual salary £46,250 £35,000 £22,500
Median salary % change year-on-year +32.14% +55.56% -30.77%
10th Percentile £26,250 £27,750 £21,250
90th Percentile £61,250 £44,300 £23,750
Scotland median annual salary £45,000 £39,000 £38,250
% change year-on-year +15.38% +1.96% -10.00%

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 483 416 216
As % of all permanent IT jobs advertised in Edinburgh 19.06% 15.36% 9.45%
Number of salaries quoted 276 285 126
Edinburgh median annual salary £50,000 £45,000 £40,711
Median salary % change year-on-year +11.11% +10.54% +3.72%
10th Percentile £31,125 £27,800 £29,250
90th Percentile £75,000 £65,000 £63,125
Scotland median annual salary £47,500 £45,000 £41,421
% change year-on-year +5.56% +8.64% +3.55%

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 23 October 2018.

Salary histogram for GitHub in Edinburgh

For the 6 months to 23 October 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 (77.78%) JavaScript
2 11 (61.11%) Agile Software Development
3 10 (55.56%) Java
4 9 (50.00%) SQL
4 9 (50.00%) OO
5 8 (44.44%) .NET
5 8 (44.44%) C#
6 7 (38.89%) Oracle
6 7 (38.89%) JIRA
7 6 (33.33%) TeamCity
7 6 (33.33%) Git (software)
7 6 (33.33%) Linux
7 6 (33.33%) Software Engineering
7 6 (33.33%) Web Services
7 6 (33.33%) Microsoft Azure
7 6 (33.33%) Jenkins
8 5 (27.78%) F#
8 5 (27.78%) Node.js
8 5 (27.78%) Ansible
8 5 (27.78%) Docker
8 5 (27.78%) Kubernetes
8 5 (27.78%) SQL Server
8 5 (27.78%) Finance
8 5 (27.78%) Java EE
8 5 (27.78%) Terraform
9 4 (22.22%) CSS
9 4 (22.22%) DevOps
9 4 (22.22%) Relational Database
9 4 (22.22%) AngularJS
9 4 (22.22%) Amazon AWS

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 2 (11.11%) Apache Pig
1 2 (11.11%) Apache Spark
2 1 (5.56%) Apache
2 1 (5.56%) Confluence
Applications
1 1 (5.56%) 3ds Max
1 1 (5.56%) Adobe Illustrator
1 1 (5.56%) Maya
1 1 (5.56%) Photoshop
Cloud Services
1 6 (33.33%) Microsoft Azure
2 4 (22.22%) Amazon AWS
3 3 (16.67%) AWS CloudFormation
4 2 (11.11%) Amazon CloudWatch
4 2 (11.11%) Amazon EC2
4 2 (11.11%) Amazon EMR
4 2 (11.11%) Amazon S3
4 2 (11.11%) AWS CodePipeline
4 2 (11.11%) AWS Elastic Beanstalk
4 2 (11.11%) AWS Lambda
4 2 (11.11%) Datadog
4 2 (11.11%) Serverless
4 2 (11.11%) Sumo Logic
5 1 (5.56%) Google Cloud Platform
5 1 (5.56%) Route 53
5 1 (5.56%) Virtual Private Cloud
Communications & Networking
1 1 (5.56%) HTTPS
1 1 (5.56%) SSL
Database & Business Intelligence
1 5 (27.78%) SQL Server
2 4 (22.22%) Relational Database
3 3 (16.67%) Amazon RDS
3 3 (16.67%) Oracle Database
4 2 (11.11%) Apache Hive
4 2 (11.11%) Big Data
4 2 (11.11%) NoSQL
5 1 (5.56%) PostgreSQL
Development Applications
1 7 (38.89%) JIRA
2 6 (33.33%) Git (software)
2 6 (33.33%) Jenkins
2 6 (33.33%) TeamCity
3 2 (11.11%) Atlassian Bamboo
3 2 (11.11%) Bitbucket
3 2 (11.11%) GitLab
3 2 (11.11%) Maven
3 2 (11.11%) SoapUI
3 2 (11.11%) Team Foundation Server
3 2 (11.11%) Travis CI
3 2 (11.11%) Visual Studio
4 1 (5.56%) Axure RP
4 1 (5.56%) Balsamiq Mockups
4 1 (5.56%) Dreamweaver
4 1 (5.56%) Grunt
4 1 (5.56%) gulp
4 1 (5.56%) Subversion
General
1 5 (27.78%) Finance
2 1 (5.56%) Banking
Job Titles
1 8 (44.44%) Developer
2 4 (22.22%) DevOps Engineer
3 3 (16.67%) Junior
3 3 (16.67%) Junior DevOps
3 3 (16.67%) Junior DevOps Engineer
3 3 (16.67%) Software Engineer
4 2 (11.11%) AWS Engineer
4 2 (11.11%) C# Developer
4 2 (11.11%) Cloud Engineer
4 2 (11.11%) Full Stack Developer
4 2 (11.11%) Java Developer
4 2 (11.11%) Senior C# Developer
4 2 (11.11%) Senior Cloud Engineer
4 2 (11.11%) Senior Developer
4 2 (11.11%) Senior Full Stack Developer
4 2 (11.11%) Senior Software Engineer
4 2 (11.11%) Software Developer
5 1 (5.56%) JavaScript Developer
5 1 (5.56%) SCM Engineer
5 1 (5.56%) UI Developer
Libraries, Frameworks & Software Standards
1 8 (44.44%) .NET
2 6 (33.33%) Web Services
3 5 (27.78%) Java EE
3 5 (27.78%) Node.js
4 4 (22.22%) AngularJS
4 4 (22.22%) CSS
5 3 (16.67%) Ajax
5 3 (16.67%) ASP.NET
5 3 (16.67%) JSON
5 3 (16.67%) REST
5 3 (16.67%) SOAP
5 3 (16.67%) XML
6 2 (11.11%) ASP.NET MVC
6 2 (11.11%) CSS3
6 2 (11.11%) Elastic Stack
6 2 (11.11%) HTML
6 2 (11.11%) LINQ
6 2 (11.11%) RESTful
7 1 (5.56%) HTML5
7 1 (5.56%) Swagger
Miscellaneous
1 3 (16.67%) Computer Science
2 2 (11.11%) Linux Command Line
3 1 (5.56%) Graphic Design
3 1 (5.56%) User Experience
Operating Systems
1 6 (33.33%) Linux
2 2 (11.11%) Android
2 2 (11.11%) Apple iOS
Processes & Methodologies
1 11 (61.11%) Agile Software Development
2 9 (50.00%) OO
3 6 (33.33%) Software Engineering
4 4 (22.22%) DevOps
5 3 (16.67%) Configuration Management
5 3 (16.67%) Continuous Delivery
5 3 (16.67%) Data Science
5 3 (16.67%) Immutable Server
5 3 (16.67%) Release Management
5 3 (16.67%) Scrum
5 3 (16.67%) SDLC
5 3 (16.67%) Test Automation
5 3 (16.67%) User Acceptance Testing
6 2 (11.11%) API Development
6 2 (11.11%) Deployment Automation
6 2 (11.11%) ETL
6 2 (11.11%) MVC
6 2 (11.11%) Problem-Solving
6 2 (11.11%) Task Automation
6 2 (11.11%) Unit Testing
Programming Languages
1 14 (77.78%) JavaScript
2 10 (55.56%) Java
3 9 (50.00%) SQL
4 8 (44.44%) C#
5 5 (27.78%) F#
6 2 (11.11%) Bash Shell
6 2 (11.11%) Go
6 2 (11.11%) Java 8
6 2 (11.11%) Java 9
6 2 (11.11%) Python
6 2 (11.11%) Ruby
6 2 (11.11%) Scala
Qualifications
1 3 (16.67%) Computer Science Degree
1 3 (16.67%) Degree
System Software
1 5 (27.78%) Docker
Systems Management
1 5 (27.78%) Ansible
1 5 (27.78%) Kubernetes
1 5 (27.78%) Terraform
2 3 (16.67%) Opscode Chef
3 2 (11.11%) Grafana
3 2 (11.11%) Oozie
3 2 (11.11%) Prometheus
3 2 (11.11%) Puppet
3 2 (11.11%) Sysdig
4 1 (5.56%) Single Sign-On
Vendors
1 7 (38.89%) Oracle
2 3 (16.67%) Splunk
3 1 (5.56%) Adobe
3 1 (5.56%) Google
3 1 (5.56%) Rackspace