Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 20 September 2018 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Glasgow
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 139 116 139
Rank change year-on-year -23 +23 +13
Permanent jobs citing GitHub 19 32 19
As % of all permanent IT jobs advertised in Glasgow 0.84% 1.37% 0.80%
As % of the Cloud Services category 4.60% 13.17% 7.63%
Number of salaries quoted 12 15 9
Glasgow median annual salary £45,750 £42,500 £30,000
Median salary % change year-on-year +7.65% +41.67% +25.00%
Scotland median annual salary £47,500 £39,500 £30,000
% change year-on-year +20.25% +31.67% -29.41%

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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 413 243 249
As % of all permanent IT jobs advertised in Glasgow 18.32% 10.43% 10.43%
Number of salaries quoted 269 143 152
Glasgow median annual salary £46,500 £45,000 £41,000
Median salary % change year-on-year +3.33% +9.76% +9.33%
10th Percentile £31,250 £28,250 £26,250
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -

GitHub
Job Vacancy Trend in Glasgow

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

Job vacancy trend for GitHub in Glasgow

GitHub
Salary Trend in Glasgow

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

Salary trend for GitHub in Glasgow

GitHub
Salary Histogram in Glasgow

The salary distribution of IT jobs citing GitHub in Glasgow over the 6 months to 20 September 2018.

Salary histogram for GitHub in Glasgow

For the 6 months to 20 September 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 Glasgow region with a requirement for GitHub.

1 12 (63.16%) SQL
2 11 (57.89%) Java
2 11 (57.89%) Agile Software Development
3 9 (47.37%) Problem-Solving
4 8 (42.11%) JavaScript
5 7 (36.84%) Python
6 6 (31.58%) OO
6 6 (31.58%) C#
6 6 (31.58%) MVC
6 6 (31.58%) Microsoft Azure
6 6 (31.58%) AngularJS
6 6 (31.58%) Relational Database
6 6 (31.58%) React
7 5 (26.32%) SDLC
7 5 (26.32%) Greenfield Project
7 5 (26.32%) HTML5
7 5 (26.32%) Machine Learning
7 5 (26.32%) HTML
7 5 (26.32%) .NET
7 5 (26.32%) MySQL
7 5 (26.32%) ASP.NET
7 5 (26.32%) XML
7 5 (26.32%) JMS
7 5 (26.32%) OOD
7 5 (26.32%) RDBMS
7 5 (26.32%) SOAP
7 5 (26.32%) Java 8
8 4 (21.05%) Data Analysis
8 4 (21.05%) Spring
8 4 (21.05%) TDD

GitHub
Co-occurring IT Skills in Glasgow 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 (5.26%) Apache Spark
1 1 (5.26%) JBoss
1 1 (5.26%) Jetty
1 1 (5.26%) Tomcat
1 1 (5.26%) WebLogic
1 1 (5.26%) WebSphere
Cloud Services
1 6 (31.58%) Microsoft Azure
2 4 (21.05%) Amazon AWS
3 1 (5.26%) Google Cloud Platform
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 6 (31.58%) Relational Database
2 5 (26.32%) MySQL
2 5 (26.32%) RDBMS
3 4 (21.05%) KDB
3 4 (21.05%) Kdb+
3 4 (21.05%) MongoDB
3 4 (21.05%) NoSQL
4 3 (15.79%) DB2
4 3 (15.79%) Text Mining
5 2 (10.53%) Big Data
5 2 (10.53%) Hadoop
6 1 (5.26%) Apache Hive
6 1 (5.26%) Couchbase
6 1 (5.26%) Data Lake
6 1 (5.26%) HBase
6 1 (5.26%) IBM BigInsights
6 1 (5.26%) Ingres
6 1 (5.26%) SQL Server
Development Applications
1 4 (21.05%) Bitbucket
1 4 (21.05%) Git (software)
2 1 (5.26%) Cucumber
2 1 (5.26%) Jenkins
2 1 (5.26%) Selenium
2 1 (5.26%) Team Foundation Server
2 1 (5.26%) Visual Studio
General
1 3 (15.79%) Finance
2 1 (5.26%) Banking
Job Titles
1 10 (52.63%) Developer
2 5 (26.32%) Java Developer
3 4 (21.05%) Data Scientist
3 4 (21.05%) Software Developer
4 3 (15.79%) Java Engineer
4 3 (15.79%) Senior Developer
5 2 (10.53%) Development Engineer
5 2 (10.53%) Java Software Engineer
5 2 (10.53%) Senior Software Developer
5 2 (10.53%) Software Engineer
6 1 (5.26%) Analyst
6 1 (5.26%) C++ Developer
6 1 (5.26%) DevOps Engineer
6 1 (5.26%) Java Web Developer
6 1 (5.26%) Senior Java Developer
6 1 (5.26%) Software Analyst
6 1 (5.26%) Software Development Engineer
6 1 (5.26%) Software Support Analyst
6 1 (5.26%) Support Analyst
6 1 (5.26%) Web Developer
Libraries, Frameworks & Software Standards
1 6 (31.58%) AngularJS
1 6 (31.58%) React
2 5 (26.32%) .NET
2 5 (26.32%) ASP.NET
2 5 (26.32%) HTML
2 5 (26.32%) HTML5
2 5 (26.32%) JMS
2 5 (26.32%) SOAP
2 5 (26.32%) XML
3 4 (21.05%) ASP.NET Web Forms
3 4 (21.05%) ggplot2
3 4 (21.05%) Hibernate
3 4 (21.05%) NumPy
3 4 (21.05%) Pandas
3 4 (21.05%) scikit-learn
3 4 (21.05%) SciPy
3 4 (21.05%) Spring
4 3 (15.79%) LESS
4 3 (15.79%) Node.js
4 3 (15.79%) Sass
Miscellaneous
1 5 (26.32%) Greenfield Project
2 4 (21.05%) Fintech
3 1 (5.26%) Analytical Skills
3 1 (5.26%) Internet of Things
3 1 (5.26%) Public Cloud
3 1 (5.26%) Self-Motivation
3 1 (5.26%) User Experience
Operating Systems
1 3 (15.79%) Unix
2 2 (10.53%) Linux
3 1 (5.26%) CentOS
3 1 (5.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (57.89%) Agile Software Development
2 9 (47.37%) Problem-Solving
3 6 (31.58%) MVC
3 6 (31.58%) OO
4 5 (26.32%) Machine Learning
4 5 (26.32%) OOD
4 5 (26.32%) SDLC
5 4 (21.05%) Asynchronous Programming
5 4 (21.05%) Data Analysis
5 4 (21.05%) Data Science
5 4 (21.05%) Data Visualisation
5 4 (21.05%) Mentoring
5 4 (21.05%) Stakeholder Management
5 4 (21.05%) TDD
5 4 (21.05%) Visualisation
6 3 (15.79%) Scrum
6 3 (15.79%) Stakeholder Engagement
7 2 (10.53%) Artificial Intelligence
7 2 (10.53%) Microservices
7 2 (10.53%) Multithreading
Programming Languages
1 12 (63.16%) SQL
2 11 (57.89%) Java
3 8 (42.11%) JavaScript
4 7 (36.84%) Python
5 6 (31.58%) C#
6 5 (26.32%) Java 8
7 4 (21.05%) R
8 3 (15.79%) PowerShell
9 2 (10.53%) Bash Shell
9 2 (10.53%) Ruby
9 2 (10.53%) Scala
10 1 (5.26%) C++
10 1 (5.26%) Perl
Quality Assurance & Compliance
1 1 (5.26%) GCP
System Software
1 1 (5.26%) Apache Flume
1 1 (5.26%) HDFS
Systems Management
1 1 (5.26%) Ansible
1 1 (5.26%) Opscode Chef
1 1 (5.26%) Puppet
1 1 (5.26%) Salt
Vendors
1 2 (10.53%) IBM
1 2 (10.53%) Microsoft
2 1 (5.26%) Oracle
2 1 (5.26%) Sybase
2 1 (5.26%) Tableau
2 1 (5.26%) TIBCO
2 1 (5.26%) Twitter