Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

GitHub
Scotland > Glasgow
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 142 120 149
Rank change year-on-year -22 +29 -5
Permanent jobs citing GitHub 20 27 18
As % of all permanent IT jobs advertised in Glasgow 0.82% 1.22% 0.69%
As % of the Cloud Services category 4.07% 12.05% 7.00%
Number of salaries quoted 13 13 14
Glasgow median annual salary £41,000 £50,000 £30,000
Median salary % change year-on-year -18.00% +66.67% -25.00%
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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 491 224 257
As % of all permanent IT jobs advertised in Glasgow 20.18% 10.16% 9.86%
Number of salaries quoted 303 140 141
Glasgow median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -5.56%
10th Percentile £31,600 £27,500 £30,000
90th Percentile £65,000 £57,625 £60,000
Scotland median annual salary £45,000 £45,000 £42,250
% change year-on-year - +6.51% -6.11%

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 18 July 2018.

Salary histogram for GitHub in Glasgow

For the 6 months to 18 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 Glasgow region with a requirement for GitHub.

1 13 (65.00%) Java
2 12 (60.00%) SQL
3 9 (45.00%) Agile Software Development
4 8 (40.00%) JavaScript
4 8 (40.00%) Problem-Solving
5 7 (35.00%) C#
5 7 (35.00%) SOAP
5 7 (35.00%) XML
5 7 (35.00%) OO
5 7 (35.00%) MVC
5 7 (35.00%) Microsoft Azure
6 6 (30.00%) Relational Database
6 6 (30.00%) Python
6 6 (30.00%) ASP.NET
6 6 (30.00%) .NET
7 5 (25.00%) SQL Server
7 5 (25.00%) Hibernate
7 5 (25.00%) Spring
7 5 (25.00%) React
7 5 (25.00%) Machine Learning
7 5 (25.00%) AngularJS
7 5 (25.00%) Amazon AWS
7 5 (25.00%) Git (software)
8 4 (20.00%) Visualisation
8 4 (20.00%) SciPy
8 4 (20.00%) NumPy
8 4 (20.00%) Data Analysis
8 4 (20.00%) KDB
8 4 (20.00%) R
8 4 (20.00%) Data Visualisation

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 2 (10.00%) Confluence
2 1 (5.00%) Apache Spark
2 1 (5.00%) Tomcat
Cloud Services
1 7 (35.00%) Microsoft Azure
2 5 (25.00%) Amazon AWS
3 1 (5.00%) Google Cloud Platform
Communications & Networking
1 2 (10.00%) DHCP
1 2 (10.00%) DNS
1 2 (10.00%) Firewall
1 2 (10.00%) Internet
1 2 (10.00%) SAN
1 2 (10.00%) Wi-Fi
Database & Business Intelligence
1 6 (30.00%) Relational Database
2 5 (25.00%) SQL Server
3 4 (20.00%) KDB
3 4 (20.00%) Kdb+
3 4 (20.00%) MySQL
4 3 (15.00%) DB2
4 3 (15.00%) RDBMS
4 3 (15.00%) Text Mining
5 2 (10.00%) Big Data
5 2 (10.00%) NoSQL
6 1 (5.00%) Apache Hive
6 1 (5.00%) Data Lake
6 1 (5.00%) Hadoop
6 1 (5.00%) HBase
6 1 (5.00%) IBM BigInsights
6 1 (5.00%) Ingres
6 1 (5.00%) MongoDB
Development Applications
1 5 (25.00%) Git (software)
2 3 (15.00%) Bitbucket
2 3 (15.00%) Jenkins
2 3 (15.00%) Team Foundation Server
2 3 (15.00%) Visual Studio
3 2 (10.00%) JIRA
General
1 3 (15.00%) Finance
2 1 (5.00%) Banking
Job Titles
1 12 (60.00%) Developer
2 6 (30.00%) Java Developer
3 5 (25.00%) Software Developer
4 4 (20.00%) Data Scientist
5 3 (15.00%) DevOps Engineer
5 3 (15.00%) Senior Developer
6 2 (10.00%) Infrastructure Engineer
6 2 (10.00%) Senior Software Developer
7 1 (5.00%) Analyst
7 1 (5.00%) C++ Developer
7 1 (5.00%) Java Web Developer
7 1 (5.00%) Senior Java Developer
7 1 (5.00%) Software Analyst
7 1 (5.00%) Software Support Analyst
7 1 (5.00%) Support Analyst
7 1 (5.00%) Web Developer
Libraries, Frameworks & Software Standards
1 7 (35.00%) SOAP
1 7 (35.00%) XML
2 6 (30.00%) .NET
2 6 (30.00%) ASP.NET
3 5 (25.00%) AngularJS
3 5 (25.00%) Hibernate
3 5 (25.00%) React
3 5 (25.00%) Spring
4 4 (20.00%) ggplot2
4 4 (20.00%) JMS
4 4 (20.00%) NumPy
4 4 (20.00%) Pandas
4 4 (20.00%) scikit-learn
4 4 (20.00%) SciPy
5 3 (15.00%) ASP.NET MVC
5 3 (15.00%) ASP.NET Web Forms
5 3 (15.00%) JSON
5 3 (15.00%) LINQ
5 3 (15.00%) REST
5 3 (15.00%) Web Services
Miscellaneous
1 4 (20.00%) Fintech
2 3 (15.00%) Self-Motivation
3 2 (10.00%) Greenfield Project
3 2 (10.00%) Internet of Things
4 1 (5.00%) Analytical Skills
4 1 (5.00%) Public Cloud
4 1 (5.00%) User Experience
Operating Systems
1 4 (20.00%) Linux
2 3 (15.00%) Unix
3 2 (10.00%) Mac OS X
3 2 (10.00%) Windows
3 2 (10.00%) Windows Server
3 2 (10.00%) Windows Server 2003
4 1 (5.00%) CentOS
4 1 (5.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 9 (45.00%) Agile Software Development
2 8 (40.00%) Problem-Solving
3 7 (35.00%) MVC
3 7 (35.00%) OO
4 5 (25.00%) Machine Learning
5 4 (20.00%) Data Analysis
5 4 (20.00%) Data Science
5 4 (20.00%) Data Visualisation
5 4 (20.00%) Mentoring
5 4 (20.00%) OOD
5 4 (20.00%) SDLC
5 4 (20.00%) Stakeholder Management
5 4 (20.00%) Visualisation
6 3 (15.00%) Asynchronous Programming
6 3 (15.00%) Continuous Integration
6 3 (15.00%) DevOps
6 3 (15.00%) Stakeholder Engagement
6 3 (15.00%) TDD
6 3 (15.00%) Unit Testing
7 2 (10.00%) Load Balancing
Programming Languages
1 13 (65.00%) Java
2 12 (60.00%) SQL
3 8 (40.00%) JavaScript
4 7 (35.00%) C#
5 6 (30.00%) Python
6 4 (20.00%) Java 8
6 4 (20.00%) R
7 3 (15.00%) PowerShell
8 2 (10.00%) Scala
9 1 (5.00%) Bash Shell
9 1 (5.00%) C++
9 1 (5.00%) Perl
9 1 (5.00%) Ruby
Quality Assurance & Compliance
1 1 (5.00%) GCP
System Software
1 2 (10.00%) Active Directory
1 2 (10.00%) Hyper-V
1 2 (10.00%) VMware Infrastructure
2 1 (5.00%) Apache Flume
2 1 (5.00%) Docker
2 1 (5.00%) HDFS
Systems Management
1 4 (20.00%) Ansible
2 2 (10.00%) Opscode Chef
2 2 (10.00%) Puppet
2 2 (10.00%) SCCM
2 2 (10.00%) SCOM
3 1 (5.00%) Salt
Vendors
1 4 (20.00%) Microsoft
2 3 (15.00%) Oracle
3 2 (10.00%) Apple
3 2 (10.00%) Cisco
3 2 (10.00%) IBM
3 2 (10.00%) Meraki
3 2 (10.00%) VMware
4 1 (5.00%) Sybase
4 1 (5.00%) Tableau
4 1 (5.00%) Twitter