Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Open Source
Scotland > Glasgow
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 89 72 59
Rank change year-on-year -17 -13 -2
Permanent jobs citing Open Source 80 62 126
As % of all permanent IT jobs advertised in Glasgow 3.24% 3.13% 4.77%
As % of the Processes & Methodologies category 3.41% 3.36% 5.11%
Number of salaries quoted 57 86 85
Glasgow median annual salary £45,000 £55,000 £45,000
Median salary % change year-on-year -18.18% +22.22% +12.50%
10th Percentile £32,000 £35,000 £37,550
90th Percentile £55,000 £60,000 £65,000
Scotland median annual salary £45,000 £49,500 £45,000
% change year-on-year -9.09% +10.00% +12.50%

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 2,344 1,844 2,468
As % of all permanent IT jobs advertised in Glasgow 94.90% 93.18% 93.41%
Number of salaries quoted 1,704 1,142 1,423
Glasgow median annual salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.56% +3.45% +1.75%
10th Percentile £31,250 £29,275 £27,500
90th Percentile £70,000 £68,175 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

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 25 May 2018.

Salary histogram for Open Source in Glasgow

For the 6 months to 25 May 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 68 (85.00%) Agile Software Development
2 50 (62.50%) SQL
3 46 (57.50%) NoSQL
4 42 (52.50%) .NET
5 36 (45.00%) MVC
6 35 (43.75%) Microservices
6 35 (43.75%) Collaborative Working
7 34 (42.50%) ASP.NET
8 33 (41.25%) Java
8 33 (41.25%) BPSS Clearance
8 33 (41.25%) ASP.NET MVC
9 32 (40.00%) JavaScript
10 30 (37.50%) Microsoft Azure
11 26 (32.50%) C#
12 24 (30.00%) HTML
12 24 (30.00%) AngularJS
13 23 (28.75%) Python
13 23 (28.75%) Microsoft
13 23 (28.75%) JIRA
14 21 (26.25%) XML
14 21 (26.25%) Oracle
14 21 (26.25%) React
15 20 (25.00%) Amazon AWS
15 20 (25.00%) Windows
16 19 (23.75%) NUnit
16 19 (23.75%) Log4Net
16 19 (23.75%) TOGAF
16 19 (23.75%) JSON
16 19 (23.75%) WCF
16 19 (23.75%) NHibernate

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 3 (3.75%) Tomcat
2 2 (2.50%) Apache
2 2 (2.50%) Oracle SOA Suite
3 1 (1.25%) Apache Spark
3 1 (1.25%) Elasticsearch
3 1 (1.25%) JBoss
Cloud Services
1 30 (37.50%) Microsoft Azure
2 20 (25.00%) Amazon AWS
3 19 (23.75%) Dynamics 365
3 19 (23.75%) npm
3 19 (23.75%) Office 365
4 3 (3.75%) OpenShift
5 2 (2.50%) GitHub
6 1 (1.25%) Amazon EC2
6 1 (1.25%) Amazon EMR
6 1 (1.25%) Amazon S3
6 1 (1.25%) AWS CloudFormation
6 1 (1.25%) AWS Lambda
6 1 (1.25%) Cloud Computing
6 1 (1.25%) Google Cloud Platform
6 1 (1.25%) Serverless
Communications & Networking
1 7 (8.75%) Firewall
2 2 (2.50%) Internet
Database & Business Intelligence
1 46 (57.50%) NoSQL
2 16 (20.00%) MongoDB
3 15 (18.75%) SQL Server
4 5 (6.25%) MarkLogic
4 5 (6.25%) Sybase ASE
5 3 (3.75%) Big Data
5 3 (3.75%) Relational Database
6 2 (2.50%) DB2
6 2 (2.50%) MSDE
6 2 (2.50%) MySQL
7 1 (1.25%) Amazon DynamoDB
7 1 (1.25%) Amazon Redshift
7 1 (1.25%) Hadoop
7 1 (1.25%) Oracle Database
7 1 (1.25%) Oracle Database 10g
7 1 (1.25%) Oracle Database 11g
7 1 (1.25%) PostgreSQL
7 1 (1.25%) RDBMS
7 1 (1.25%) SQL Server Integration Services
7 1 (1.25%) SQL Server Reporting Services
Development Applications
1 23 (28.75%) JIRA
2 19 (23.75%) Babel
2 19 (23.75%) Log4Net
2 19 (23.75%) NUnit
2 19 (23.75%) Rhino Mocks
2 19 (23.75%) webpack
3 17 (21.25%) Team Foundation Server
4 9 (11.25%) Maven
5 7 (8.75%) Git (software)
6 6 (7.50%) Selenium
7 5 (6.25%) Jenkins
8 4 (5.00%) Vagrant
9 3 (3.75%) Cucumber
9 3 (3.75%) Jasmine
9 3 (3.75%) JIRA Agile
9 3 (3.75%) JUnit
9 3 (3.75%) Protractor
9 3 (3.75%) TestNG
9 3 (3.75%) WebDriver
10 2 (2.50%) TeamCity
General
1 10 (12.50%) Finance
2 3 (3.75%) Banking
3 2 (2.50%) Retail Banking
4 1 (1.25%) Investment Banking
Job Titles
1 36 (45.00%) Developer
2 20 (25.00%) .NET Developer
3 18 (22.50%) Architect
3 18 (22.50%) DevOps Engineer
4 16 (20.00%) Solutions Architect
5 10 (12.50%) Java Developer
6 6 (7.50%) Automation Tester
6 6 (7.50%) Tester
7 3 (3.75%) C# Developer
7 3 (3.75%) Java Automation Tester
7 3 (3.75%) Selenium Automation Tester
7 3 (3.75%) Selenium Tester
7 3 (3.75%) Software Engineer
8 2 (2.50%) Analyst
8 2 (2.50%) Automation Engineer
8 2 (2.50%) Business Systems Analyst
8 2 (2.50%) Senior Solutions Architect
8 2 (2.50%) Software Architect
8 2 (2.50%) Software Developer
8 2 (2.50%) Systems Analyst
Libraries, Frameworks & Software Standards
1 42 (52.50%) .NET
2 34 (42.50%) ASP.NET
3 33 (41.25%) ASP.NET MVC
4 24 (30.00%) AngularJS
4 24 (30.00%) HTML
5 21 (26.25%) React
5 21 (26.25%) XML
6 19 (23.75%) ASP.NET Web API
6 19 (23.75%) Enzyme
6 19 (23.75%) Jest
6 19 (23.75%) JSON
6 19 (23.75%) NHibernate
6 19 (23.75%) Node.js
6 19 (23.75%) Redux
6 19 (23.75%) Spring.NET
6 19 (23.75%) WCF
6 19 (23.75%) XHTML
7 17 (21.25%) REST
8 15 (18.75%) Web Services
9 14 (17.50%) .NET Core
Miscellaneous
1 3 (3.75%) Computer Science
2 2 (2.50%) Internet of Things
2 2 (2.50%) Management Information System
2 2 (2.50%) User Experience
3 1 (1.25%) Cloud Native
3 1 (1.25%) Data Centre
3 1 (1.25%) Equities
3 1 (1.25%) Fixed Income
3 1 (1.25%) Mainframe
Operating Systems
1 20 (25.00%) Windows
2 9 (11.25%) Linux
3 8 (10.00%) Red Hat Enterprise Linux
4 6 (7.50%) Unix
5 4 (5.00%) CentOS
5 4 (5.00%) Ubuntu
Processes & Methodologies
1 68 (85.00%) Agile Software Development
2 36 (45.00%) MVC
3 35 (43.75%) Collaborative Working
3 35 (43.75%) Microservices
4 19 (23.75%) API Development
4 19 (23.75%) TOGAF
5 18 (22.50%) DevOps
5 18 (22.50%) TDD
5 18 (22.50%) Test Automation
6 14 (17.50%) Customer Requirements
7 11 (13.75%) SDLC
8 9 (11.25%) Continuous Integration
8 9 (11.25%) Load Testing
9 7 (8.75%) Artificial Intelligence
10 6 (7.50%) Data Management
10 6 (7.50%) Open Source Development
10 6 (7.50%) Scrum
11 5 (6.25%) Issue Tracking
12 4 (5.00%) BDD
12 4 (5.00%) Mentoring
Programming Languages
1 50 (62.50%) SQL
2 33 (41.25%) Java
3 32 (40.00%) JavaScript
4 26 (32.50%) C#
5 23 (28.75%) Python
6 15 (18.75%) T-SQL
7 14 (17.50%) PL/SQL
8 11 (13.75%) PHP
8 11 (13.75%) Ruby
9 5 (6.25%) C++
9 5 (6.25%) Shell Script
9 5 (6.25%) XQuery
10 4 (5.00%) Perl
11 2 (2.50%) Scala
12 1 (1.25%) Groovy
12 1 (1.25%) PowerShell
12 1 (1.25%) R
Qualifications
1 33 (41.25%) BPSS Clearance
2 12 (15.00%) Degree
3 4 (5.00%) Security Cleared
4 3 (3.75%) TOGAF Certification
Quality Assurance & Compliance
1 2 (2.50%) COBIT
System Software
1 9 (11.25%) Docker
2 1 (1.25%) HDFS
Systems Management
1 6 (7.50%) Ansible
2 4 (5.00%) Opscode Chef
2 4 (5.00%) Packer
2 4 (5.00%) Puppet
3 1 (1.25%) Kibana
3 1 (1.25%) logstash
3 1 (1.25%) Mesos
Vendors
1 23 (28.75%) Microsoft
2 21 (26.25%) Oracle
3 10 (12.50%) Google
4 6 (7.50%) Sybase
5 2 (2.50%) Cognizant
5 2 (2.50%) IBM
5 2 (2.50%) Perforce
6 1 (1.25%) Chordiant
6 1 (1.25%) Zend