Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Open Source skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Open Source over the 6 months to 18 August 2018 with a comparison to the same period in the previous 2 years.

Open Source
Scotland > Glasgow
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 80 54 67
Rank change year-on-year -26 +13 -16
Permanent jobs citing Open Source 92 106 103
As % of all permanent IT jobs advertised in Glasgow 3.97% 4.63% 4.17%
As % of the Processes & Methodologies category 4.20% 4.98% 4.44%
Number of salaries quoted 65 112 70
Glasgow median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £32,000 £35,000 £36,575
90th Percentile £54,500 £60,000 £66,625
Scotland median annual salary £47,500 £40,000 £45,000
% change year-on-year +18.75% -11.11% +8.43%

Open Source is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,189 2,129 2,318
As % of all permanent IT jobs advertised in Glasgow 94.52% 93.05% 93.92%
Number of salaries quoted 1,626 1,298 1,250
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -2.86%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £67,500 £68,750 £61,500
Scotland median annual salary £45,000 £44,000 £45,000
% change year-on-year +2.27% -2.22% +5.88%

Open Source
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Open Source in Glasgow

Open Source
Salary Trend in Glasgow

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

Salary trend for Open Source in Glasgow

Open Source
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Open Source in Glasgow over the 6 months to 18 August 2018.

Salary histogram for Open Source in Glasgow

For the 6 months to 18 August 2018, IT jobs citing Open Source 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 Open Source.

1 76 (82.61%) Agile Software Development
2 47 (51.09%) SQL
3 42 (45.65%) NoSQL
4 41 (44.57%) Java
5 36 (39.13%) Collaborative Working
6 34 (36.96%) Microservices
6 34 (36.96%) .NET
7 32 (34.78%) Oracle
8 31 (33.70%) TDD
8 31 (33.70%) MVC
9 30 (32.61%) ASP.NET
9 30 (32.61%) BPSS Clearance
9 30 (32.61%) ASP.NET MVC
10 26 (28.26%) Test Automation
10 26 (28.26%) JavaScript
11 25 (27.17%) Hibernate
12 24 (26.09%) Finance
12 24 (26.09%) Microsoft Azure
13 23 (25.00%) SDLC
13 23 (25.00%) J2EE
14 21 (22.83%) TOGAF
14 21 (22.83%) Spring
14 21 (22.83%) JIRA
14 21 (22.83%) AngularJS
15 20 (21.74%) Microsoft
15 20 (21.74%) HTML
15 20 (21.74%) Web Services
15 20 (21.74%) XML
16 19 (20.65%) Windows
16 19 (20.65%) C#

Open Source
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 6 (6.52%) Oracle SOA Suite
2 5 (5.43%) Apache
3 4 (4.35%) JBoss
3 4 (4.35%) Tomcat
4 1 (1.09%) Moodle
Cloud Services
1 24 (26.09%) Microsoft Azure
2 16 (17.39%) Dynamics 365
2 16 (17.39%) npm
2 16 (17.39%) Office 365
3 14 (15.22%) Amazon AWS
4 1 (1.09%) OpenShift
Communications & Networking
1 1 (1.09%) Firewall
Database & Business Intelligence
1 42 (45.65%) NoSQL
2 15 (16.30%) MongoDB
2 15 (16.30%) SQL Server
3 12 (13.04%) MarkLogic
3 12 (13.04%) Sybase ASE
4 9 (9.78%) Relational Database
5 8 (8.70%) DB2
6 7 (7.61%) Oracle Database
7 5 (5.43%) Big Data
7 5 (5.43%) RDBMS
8 4 (4.35%) Oracle Database 10g
8 4 (4.35%) Oracle Database 11g
9 2 (2.17%) MSDE
Development Applications
1 21 (22.83%) JIRA
2 16 (17.39%) Babel
2 16 (17.39%) Log4Net
2 16 (17.39%) NUnit
2 16 (17.39%) Rhino Mocks
2 16 (17.39%) webpack
3 14 (15.22%) Maven
3 14 (15.22%) Team Foundation Server
4 8 (8.70%) Git (software)
5 6 (6.52%) Jenkins
6 4 (4.35%) Eclipse
6 4 (4.35%) Hudson
6 4 (4.35%) Subversion
7 3 (3.26%) ClearCase
7 3 (3.26%) MagicDraw
7 3 (3.26%) TeamCity
8 2 (2.17%) CircleCI
8 2 (2.17%) Jasmine
8 2 (2.17%) Protractor
8 2 (2.17%) TestNG
General
1 24 (26.09%) Finance
2 11 (11.96%) Banking
3 6 (6.52%) Retail Banking
4 4 (4.35%) Investment Banking
5 1 (1.09%) Local Government
Job Titles
1 44 (47.83%) Developer
2 22 (23.91%) Architect
3 21 (22.83%) Java Developer
4 17 (18.48%) Solutions Architect
5 15 (16.30%) .NET Developer
6 12 (13.04%) DevOps Engineer
7 6 (6.52%) Java Engineer
7 6 (6.52%) Java Software Engineer
7 6 (6.52%) Senior Architect
7 6 (6.52%) Senior Solutions Architect
7 6 (6.52%) Software Engineer
8 4 (4.35%) Automation Engineer
8 4 (4.35%) Senior Manager
8 4 (4.35%) Senior Service Manager
8 4 (4.35%) Service Manager
9 3 (3.26%) Analyst
9 3 (3.26%) C# Developer
9 3 (3.26%) Senior Developer
9 3 (3.26%) Technical Architect
10 2 (2.17%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 34 (36.96%) .NET
2 30 (32.61%) ASP.NET
2 30 (32.61%) ASP.NET MVC
3 25 (27.17%) Hibernate
4 23 (25.00%) J2EE
5 21 (22.83%) AngularJS
5 21 (22.83%) Spring
6 20 (21.74%) HTML
6 20 (21.74%) Web Services
6 20 (21.74%) XML
7 19 (20.65%) REST
8 18 (19.57%) React
9 17 (18.48%) XHTML
10 16 (17.39%) ASP.NET Web API
10 16 (17.39%) Enzyme
10 16 (17.39%) Jest
10 16 (17.39%) JSON
10 16 (17.39%) NHibernate
10 16 (17.39%) Redux
10 16 (17.39%) WCF
Miscellaneous
1 6 (6.52%) Mainframe
1 6 (6.52%) Management Information System
1 6 (6.52%) User Experience
2 4 (4.35%) Computer Science
3 3 (3.26%) Analytical Skills
3 3 (3.26%) NHS
4 2 (2.17%) Enterprise Software
4 2 (2.17%) Greenfield Project
5 1 (1.09%) e-Learning
5 1 (1.09%) Equities
5 1 (1.09%) Fixed Income
5 1 (1.09%) SCORM
5 1 (1.09%) VLE
Operating Systems
1 19 (20.65%) Windows
2 15 (16.30%) Unix
3 6 (6.52%) Linux
4 3 (3.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 76 (82.61%) Agile Software Development
2 36 (39.13%) Collaborative Working
3 34 (36.96%) Microservices
4 31 (33.70%) MVC
4 31 (33.70%) TDD
5 26 (28.26%) Test Automation
6 23 (25.00%) SDLC
7 21 (22.83%) TOGAF
8 16 (17.39%) API Development
9 15 (16.30%) DevOps
10 14 (15.22%) Customer Requirements
11 12 (13.04%) Software Engineering
12 9 (9.78%) Continuous Integration
13 7 (7.61%) Scrum
13 7 (7.61%) SOA
13 7 (7.61%) Zachman Framework
14 6 (6.52%) CRM
14 6 (6.52%) Issue Tracking
14 6 (6.52%) ITIL
14 6 (6.52%) OO
Programming Languages
1 47 (51.09%) SQL
2 41 (44.57%) Java
3 26 (28.26%) JavaScript
4 19 (20.65%) C#
5 14 (15.22%) PL/SQL
5 14 (15.22%) T-SQL
6 13 (14.13%) Python
7 12 (13.04%) Shell Script
7 12 (13.04%) XQuery
8 8 (8.70%) PHP
9 4 (4.35%) C++
9 4 (4.35%) Perl
10 3 (3.26%) Ruby
10 3 (3.26%) Scala
11 2 (2.17%) Bash Shell
11 2 (2.17%) PowerShell
12 1 (1.09%) Clojure
12 1 (1.09%) Groovy
Qualifications
1 30 (32.61%) BPSS Clearance
2 15 (16.30%) Degree
Quality Assurance & Compliance
1 6 (6.52%) COBIT
System Software
1 1 (1.09%) Docker
Systems Management
1 3 (3.26%) Ansible
1 3 (3.26%) Opscode Chef
1 3 (3.26%) Puppet
Vendors
1 32 (34.78%) Oracle
2 20 (21.74%) Microsoft
3 13 (14.13%) Sybase
4 6 (6.52%) Cognizant
4 6 (6.52%) Google
4 6 (6.52%) IBM
5 5 (5.43%) Perforce
6 4 (4.35%) Chordiant
7 2 (2.17%) AppDynamics
7 2 (2.17%) Red Hat