The table below looks at the statistics for Software Engineering skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Software Engineering over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Software Engineering
Rank 33 41 32
Rank change year-on-year
+8 -9
Permanent jobs citing Software Engineering 105 62 107
As % of all permanent IT jobs located in Glasgow 8.24% 5.14% 8.05%
As % of the Processes & Methodologies category 8.93% 5.65% 9.09%
Number of salaries quoted 41 38 90
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year
-6.25% -
90% offered a salary of more than £25,000 £28,500 £34,250
10% offered a salary of more than £55,000 £65,750 £50,000
UK excluding London median salary £45,000 £40,000 £40,000
% change year-on-year
+12.50% -
Software Engineering
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
1176 1098 1177
As % of all permanent IT jobs located in Glasgow 92.24% 90.97% 88.56%
Number of salaries quoted 666 715 768
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £60,000 £59,500 £61,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Software Engineering
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Software Engineering as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Software Engineering Jobs Demand Trend in Glasgow

Software Engineering
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Software Engineering across the Glasgow region.

Software Engineering Salary Trend in Glasgow

Software Engineering
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Software Engineering across the Glasgow region over the 3 months to 28 May 2016.

Software Engineering Salary Histogram in Glasgow

Software Engineering
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 May 2016, IT jobs citing Software Engineering also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Software Engineering.

1 85 (54.49%) Agile Software Development
2 69 (44.23%) Finance
2 69 (44.23%) Degree
3 66 (42.31%) Java
4 55 (35.26%) C#
5 53 (33.97%) .NET
6 46 (29.49%) Computer Science
7 45 (28.85%) jQuery
7 45 (28.85%) JavaScript
7 45 (28.85%) HTML
8 40 (25.64%) Scrum
8 40 (25.64%) TDD
9 39 (25.00%) SQL
9 39 (25.00%) CSS
10 37 (23.72%) SQL Server
10 37 (23.72%) BDD
11 36 (23.08%) Oracle
12 34 (21.79%) Spring
13 28 (17.95%) Maven
14 27 (17.31%) ASP.NET
14 27 (17.31%) SOA
14 27 (17.31%) HTML5
15 24 (15.38%) Python
15 24 (15.38%) Service Delivery
16 23 (14.74%) Unix
16 23 (14.74%) OO
16 23 (14.74%) Analytics
16 23 (14.74%) SDLC
17 22 (14.10%) DevOps
17 22 (14.10%) Banking

Software Engineering
Top Related 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 13 (8.33%) Node.js
2 9 (5.77%) JBoss
3 8 (5.13%) Alfresco
3 8 (5.13%) Apache
4 7 (4.49%) Apache Spark
5 4 (2.56%) CMS
6 3 (1.92%) Mule
7 2 (1.28%) GemFire
7 2 (1.28%) Mule ESB
7 2 (1.28%) Tomcat
8 1 (0.64%) Apache Solr
8 1 (0.64%) Elasticsearch
8 1 (0.64%) SharePoint
Applications
1 8 (5.13%) MS Excel
2 1 (0.64%) Revit
Business Applications
1 5 (3.21%) Oracle EBS
2 1 (0.64%) Dynamics CRM
Cloud Services
1 20 (12.82%) Amazon AWS
2 19 (12.18%) PaaS
3 17 (10.90%) Microsoft Azure
4 14 (8.97%) Amazon CloudWatch
4 14 (8.97%) Amazon EC2
4 14 (8.97%) Amazon S3
4 14 (8.97%) IaaS
5 11 (7.05%) SaaS
Communications & Networking
1 4 (2.56%) HTTP
2 3 (1.92%) TCP/IP
3 1 (0.64%) Internet
3 1 (0.64%) SNMP
Database & Business Intelligence
1 37 (23.72%) SQL Server
2 20 (12.82%) NoSQL
3 16 (10.26%) Relational Database
4 13 (8.33%) Hadoop
5 12 (7.69%) Big Data
6 8 (5.13%) RDBMS
7 6 (3.85%) MySQL
8 4 (2.56%) Data Warehouse
9 3 (1.92%) Apache Cassandra
9 3 (1.92%) Apache Hive
9 3 (1.92%) MongoDB
10 2 (1.28%) Crystal Reports
10 2 (1.28%) MarkLogic
10 2 (1.28%) PostgreSQL
10 2 (1.28%) RavenDB
10 2 (1.28%) SQL Server 2008
10 2 (1.28%) SQL Server Integration Services
11 1 (0.64%) GIS
11 1 (0.64%) SQL Server Reporting Services
11 1 (0.64%) SQLite
Development Applications
1 28 (17.95%) Maven
2 17 (10.90%) Jenkins
2 17 (10.90%) Selenium
3 16 (10.26%) JUnit
4 11 (7.05%) Cucumber
5 8 (5.13%) Artifactory
6 7 (4.49%) Subversion
7 6 (3.85%) FitNesse
8 5 (3.21%) Git (software)
8 5 (3.21%) JMeter
8 5 (3.21%) Mockito
9 4 (2.56%) Ant
9 4 (2.56%) Bower
9 4 (2.56%) Gradle
9 4 (2.56%) Grunt
9 4 (2.56%) SoapUI
9 4 (2.56%) TestNG
10 2 (1.28%) Oracle Forms
10 2 (1.28%) Team Foundation Server
10 2 (1.28%) Visual Studio
General
1 69 (44.23%) Finance
2 22 (14.10%) Banking
3 14 (8.97%) Retail
4 13 (8.33%) Investment Banking
5 8 (5.13%) Financial Institution
6 7 (4.49%) Local Government
7 6 (3.85%) Manufacturing
8 5 (3.21%) Private Banking
9 4 (2.56%) Back Office
10 2 (1.28%) Games
10 2 (1.28%) Retail Banking
11 1 (0.64%) Telecoms
Job Titles
1 80 (51.28%) Developer
2 38 (24.36%) Software Engineer
3 22 (14.10%) .NET Developer
4 21 (13.46%) Senior Software Engineer
5 15 (9.62%) Java Developer
6 14 (8.97%) Analyst
6 14 (8.97%) Cloud Developer
7 11 (7.05%) Graduate
8 10 (6.41%) C# Developer
8 10 (6.41%) Junior
8 10 (6.41%) Software Developer
9 9 (5.77%) Full Stack Developer
10 8 (5.13%) .NET Software Engineer
10 8 (5.13%) Agile .NET Developer
10 8 (5.13%) Agile Developer
10 8 (5.13%) Big Data Developer
10 8 (5.13%) Java Engineer
10 8 (5.13%) Test Analyst
11 7 (4.49%) Architect
11 7 (4.49%) Programmer
Libraries, Frameworks & Software Standards
1 53 (33.97%) .NET
2 45 (28.85%) HTML
2 45 (28.85%) jQuery
3 39 (25.00%) CSS
4 34 (21.79%) Spring
5 27 (17.31%) ASP.NET
5 27 (17.31%) HTML5
6 21 (13.46%) .NET Framework
7 18 (11.54%) AngularJS
7 18 (11.54%) Hibernate
7 18 (11.54%) REST
8 17 (10.90%) Web Services
9 16 (10.26%) JSON
10 14 (8.97%) CSS3
11 13 (8.33%) Twitter Bootstrap
12 11 (7.05%) J2EE
13 8 (5.13%) Gherkin
13 8 (5.13%) RESTful
13 8 (5.13%) Spring Security
13 8 (5.13%) XHTML
Miscellaneous
1 46 (29.49%) Computer Science
2 19 (12.18%) User Experience
3 18 (11.54%) Analytical Skills
4 17 (10.90%) Mathematics
5 14 (8.97%) Hybrid Cloud
5 14 (8.97%) Visualisation
6 8 (5.13%) Data Integration
6 8 (5.13%) Management Information System
6 8 (5.13%) Physics
7 7 (4.49%) Economics
7 7 (4.49%) Psychology
7 7 (4.49%) Statistics
8 5 (3.21%) iPad
9 4 (2.56%) Algorithms
9 4 (2.56%) Equities
10 3 (1.92%) Enterprise Software
11 2 (1.28%) CESG
11 2 (1.28%) Data Structures
11 2 (1.28%) Derivative
12 1 (0.64%) Field-Programmable Gate Array
Operating Systems
1 23 (14.74%) Unix
2 18 (11.54%) Linux
3 17 (10.90%) Windows
4 12 (7.69%) Android
5 5 (3.21%) Apple iOS
6 1 (0.64%) Embedded Linux
Processes & Methodologies
1 85 (54.49%) Agile Software Development
2 40 (25.64%) Scrum
2 40 (25.64%) TDD
3 37 (23.72%) BDD
4 27 (17.31%) SOA
5 24 (15.38%) Service Delivery
6 23 (14.74%) Analytics
6 23 (14.74%) OO
6 23 (14.74%) SDLC
7 22 (14.10%) DevOps
8 21 (13.46%) Unit Testing
9 20 (12.82%) Continuous Integration
10 18 (11.54%) Microservices
10 18 (11.54%) Open Source
11 17 (10.90%) Project Management
12 16 (10.26%) Configuration Management
13 15 (9.62%) Asset Management
13 15 (9.62%) MVC
14 14 (8.97%) Machine Learning
14 14 (8.97%) Software Distribution
Programming Languages
1 66 (42.31%) Java
2 55 (35.26%) C#
3 45 (28.85%) JavaScript
4 39 (25.00%) SQL
5 24 (15.38%) Python
6 20 (12.82%) C++
7 13 (8.33%) C
8 9 (5.77%) PL/SQL
9 6 (3.85%) Ruby
9 6 (3.85%) Shell Script
9 6 (3.85%) T-SQL
10 4 (2.56%) SPARQL
11 3 (1.92%) Objective-C
12 2 (1.28%) Embedded C++
12 2 (1.28%) VB
12 2 (1.28%) VB.NET
12 2 (1.28%) XQuery
13 1 (0.64%) Embedded C
13 1 (0.64%) Fortran
13 1 (0.64%) Pascal
Qualifications
1 69 (44.23%) Degree
2 8 (5.13%) Security Cleared
3 4 (2.56%) Sun Certification
4 2 (1.28%) ISEB
Quality Assurance & Compliance
1 14 (8.97%) QA
System Software
1 14 (8.97%) Docker
Systems Management
1 14 (8.97%) Kubernetes
1 14 (8.97%) Mesos
2 1 (0.64%) Opscode Chef
2 1 (0.64%) Puppet
Vendors
1 36 (23.08%) Oracle
2 17 (10.90%) Microsoft
3 8 (5.13%) Informatica
3 8 (5.13%) Sybase
3 8 (5.13%) Xamarin
4 6 (3.85%) Sun
5 5 (3.21%) Salesforce.com
5 5 (3.21%) SAP
6 2 (1.28%) Greenplum
6 2 (1.28%) HP
6 2 (1.28%) IBM
6 2 (1.28%) Splunk
7 1 (0.64%) Apple
7 1 (0.64%) Autodesk
7 1 (0.64%) Twitter
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