The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Software Engineering skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Software Engineering over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Software Engineering
Scotland / Glasgow
Rank 31 41 40
Rank change year-on-year +10 -1  
Permanent jobs citing Software Engineering 70 74 68
As % of all permanent IT jobs advertised in Glasgow 7.51% 5.71% 5.92%
As % of the Processes & Methodologies category 8.21% 6.21% 6.48%
Number of salaries quoted 45 44 49
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year - -5.88%  
90% offered a salary of more than £32,500 £26,500 £34,600
10% offered a salary of more than £60,000 £55,000 £64,200
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Software Engineering is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 853 1191 1050
As % of all permanent IT job vacancies advertised in Glasgow 91.52% 91.83% 91.46%
Number of salaries quoted 493 737 697
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £33,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Software Engineering
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Software Engineering as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Software Engineering 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 in Glasgow.

Salary trend for Software Engineering in Glasgow

Software Engineering
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Software Engineering in Glasgow over the 3 months to 26 March 2017.

Salary histogram for Software Engineering in Glasgow

Software Engineering
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 March 2017, 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 61 (52.14%) Java
2 54 (46.15%) Agile Software Development
3 30 (25.64%) SQL
4 25 (21.37%) Linux
4 25 (21.37%) Python
4 25 (21.37%) Degree
5 22 (18.80%) JavaScript
6 18 (15.38%) Finance
7 17 (14.53%) Continuous Integration
8 16 (13.68%) Hadoop
8 16 (13.68%) OO
8 16 (13.68%) SDLC
9 15 (12.82%) Microsoft
9 15 (12.82%) HTML
9 15 (12.82%) CSS
9 15 (12.82%) Computer Science
10 14 (11.97%) Ajax
10 14 (11.97%) Amazon AWS
10 14 (11.97%) Security Cleared
10 14 (11.97%) REST
10 14 (11.97%) Configuration Management
10 14 (11.97%) C#
10 14 (11.97%) Mobile App
10 14 (11.97%) Enterprise Software
11 13 (11.11%) Mobile Development
11 13 (11.11%) Unix
12 12 (10.26%) SOAP
12 12 (10.26%) C++
12 12 (10.26%) Oracle
12 12 (10.26%) MongoDB

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 7 (5.98%) Apache Spark
2 5 (4.27%) Apache Pig
3 4 (3.42%) NetWeaver
3 4 (3.42%) WebSphere
3 4 (3.42%) WebSphere Application Server
4 2 (1.71%) Apache
4 2 (1.71%) Oracle SOA Suite
4 2 (1.71%) WordPress
5 1 (0.85%) Confluence
5 1 (0.85%) DNN
5 1 (0.85%) Drupal
5 1 (0.85%) JBoss
5 1 (0.85%) SharePoint
5 1 (0.85%) Umbraco
Applications
1 4 (3.42%) MS Excel
2 1 (0.85%) Weka
2 1 (0.85%) Windchill
Business Applications
1 1 (0.85%) Teamcenter
Cloud Services
1 14 (11.97%) Amazon AWS
2 8 (6.84%) Microsoft Azure
3 5 (4.27%) Amazon CloudWatch
3 5 (4.27%) Amazon EC2
3 5 (4.27%) Amazon S3
3 5 (4.27%) IaaS
3 5 (4.27%) PaaS
4 3 (2.56%) SaaS
Communications & Networking
1 6 (5.13%) Internet
2 2 (1.71%) Multicast
2 2 (1.71%) SNMP
3 1 (0.85%) HTTP
Database & Business Intelligence
1 16 (13.68%) Hadoop
2 12 (10.26%) MongoDB
2 12 (10.26%) Relational Database
3 11 (9.40%) SQL Server
4 9 (7.69%) Big Data
4 9 (7.69%) Neo4j
5 5 (4.27%) Apache Hive
5 5 (4.27%) Flink
6 4 (3.42%) PostgreSQL
7 3 (2.56%) RDBMS
8 2 (1.71%) Data Warehouse
8 2 (1.71%) NoSQL
8 2 (1.71%) Oracle Database
9 1 (0.85%) Apache Cassandra
9 1 (0.85%) GIS
9 1 (0.85%) Microsoft Analysis Services
9 1 (0.85%) Redis
9 1 (0.85%) SQL Server 2014
9 1 (0.85%) SQL Server Reporting Services
9 1 (0.85%) SSDT
Development Applications
1 11 (9.40%) Jenkins
2 7 (5.98%) Git (software)
3 6 (5.13%) Team Foundation Server
4 4 (3.42%) Maven
4 4 (3.42%) PVCS
5 3 (2.56%) Ant
5 3 (2.56%) Hudson
5 3 (2.56%) JIRA
6 2 (1.71%) PHPUnit
6 2 (1.71%) Subversion
6 2 (1.71%) Visual Studio
7 1 (0.85%) Bitbucket
7 1 (0.85%) Cucumber
7 1 (0.85%) Eclipse
7 1 (0.85%) FitNesse
7 1 (0.85%) Oracle Forms
7 1 (0.85%) Selenium
7 1 (0.85%) TeamCity
General
1 18 (15.38%) Finance
2 5 (4.27%) Legal
3 4 (3.42%) Banking
4 3 (2.56%) Retail
5 2 (1.71%) Electronics
5 2 (1.71%) Manufacturing
5 2 (1.71%) Marketing
5 2 (1.71%) Publishing
6 1 (0.85%) Investment Banking
Job Titles
1 54 (46.15%) Developer
2 47 (40.17%) Software Engineer
3 26 (22.22%) Java Developer
4 22 (18.80%) Software Developer
5 20 (17.09%) Java Engineer
6 18 (15.38%) Developer/Software Engineer
7 15 (12.82%) Java Software Engineer
7 15 (12.82%) Senior Developer
8 11 (9.40%) Java Software Developer
9 10 (8.55%) Senior Java Developer
9 10 (8.55%) Software Manager
10 8 (6.84%) Development Manager
10 8 (6.84%) Software Development Manager
11 7 (5.98%) Embedded Engineer
11 7 (5.98%) Embedded Software Engineer
11 7 (5.98%) Engineering Manager
11 7 (5.98%) Software Engineering Manager
12 6 (5.13%) C++ Developer
12 6 (5.13%) Full Stack Developer
12 6 (5.13%) Mobile Engineer
Libraries, Frameworks & Software Standards
1 15 (12.82%) CSS
1 15 (12.82%) HTML
2 14 (11.97%) Ajax
2 14 (11.97%) REST
3 12 (10.26%) JSON
3 12 (10.26%) SOAP
4 11 (9.40%) .NET
4 11 (9.40%) J2EE
5 10 (8.55%) XML
6 9 (7.69%) JMS
6 9 (7.69%) jQuery
6 9 (7.69%) Spring
7 8 (6.84%) Web Services
8 6 (5.13%) Java EE
9 5 (4.27%) Elastic Stack
9 5 (4.27%) Kafka
9 5 (4.27%) NumPy
9 5 (4.27%) SciPy
9 5 (4.27%) Servlets
9 5 (4.27%) WPF
Miscellaneous
1 15 (12.82%) Computer Science
2 14 (11.97%) Enterprise Software
2 14 (11.97%) Mobile App
3 9 (7.69%) Data Structures
4 6 (5.13%) Hybrid Cloud
5 5 (4.27%) Algorithms
5 5 (4.27%) Public Cloud
6 3 (2.56%) Analytical Skills
6 3 (2.56%) Internet of Things
7 2 (1.71%) Device Driver
8 1 (0.85%) Derivative
8 1 (0.85%) Equity Derivative
8 1 (0.85%) Field-Programmable Gate Array
8 1 (0.85%) Linux Command Line
8 1 (0.85%) Management Information System
8 1 (0.85%) Minimum Viable Product
8 1 (0.85%) Social Media
8 1 (0.85%) Verilog
8 1 (0.85%) VHDL
8 1 (0.85%) W3C
Operating Systems
1 25 (21.37%) Linux
2 13 (11.11%) Unix
3 12 (10.26%) Android
4 9 (7.69%) Apple iOS
5 6 (5.13%) Windows
6 3 (2.56%) Embedded Linux
Processes & Methodologies
1 54 (46.15%) Agile Software Development
2 17 (14.53%) Continuous Integration
3 16 (13.68%) OO
3 16 (13.68%) SDLC
4 14 (11.97%) Configuration Management
5 13 (11.11%) Mobile Development
6 12 (10.26%) Analytics
6 12 (10.26%) Android Development
6 12 (10.26%) Open Source
7 11 (9.40%) TDD
8 10 (8.55%) Open Source Development
9 9 (7.69%) DevOps
9 9 (7.69%) iOS Development
9 9 (7.69%) Unit Testing
10 8 (6.84%) Scrum
10 8 (6.84%) Service Delivery
11 7 (5.98%) Data Analytics
11 7 (5.98%) Low Latency
11 7 (5.98%) Software Delivery
12 6 (5.13%) Microservices
Programming Languages
1 61 (52.14%) Java
2 30 (25.64%) SQL
3 25 (21.37%) Python
4 22 (18.80%) JavaScript
5 14 (11.97%) C#
6 12 (10.26%) C++
7 11 (9.40%) C
8 7 (5.98%) PHP
8 7 (5.98%) Scala
9 6 (5.13%) Perl
9 6 (5.13%) PL/SQL
10 5 (4.27%) GraphQL
10 5 (4.27%) Ruby
10 5 (4.27%) XAML
11 3 (2.56%) Assembly Language
12 2 (1.71%) Ada
12 2 (1.71%) Bash Shell
12 2 (1.71%) Embedded C
13 1 (0.85%) Go
13 1 (0.85%) R
Qualifications
1 25 (21.37%) Degree
2 14 (11.97%) Security Cleared
3 3 (2.56%) SC Cleared
4 1 (0.85%) ITIL Certification
Quality Assurance & Compliance
1 4 (3.42%) ISO 9001
1 4 (3.42%) QA
System Software
1 5 (4.27%) Apache Flume
1 5 (4.27%) Docker
1 5 (4.27%) VMware Infrastructure
Systems Management
1 5 (4.27%) Docker Swarm
1 5 (4.27%) Kubernetes
1 5 (4.27%) Mesos
Vendors
1 15 (12.82%) Microsoft
2 12 (10.26%) Oracle
3 11 (9.40%) Xamarin
4 6 (5.13%) IBM
5 5 (4.27%) Splunk
5 5 (4.27%) VMware
6 4 (3.42%) SAP
7 2 (1.71%) Sybase
8 1 (0.85%) AVEVA
8 1 (0.85%) HP
8 1 (0.85%) RapidMiner
8 1 (0.85%) Remedy
8 1 (0.85%) Sun
Glasgow, Lanarkshire
TLP Consultancy Ltd.
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
Glasgow, Lanarkshire
Net Talent
Salary: £45000 - £65000 per annum + Amazing benefits
Posted: 3 days ago
Glasgow, Lanarkshire
JK Resourcing Limited
Posted: 2 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 4 days ago
Glasgow, Lanarkshire
Search Consultancy
Salary: DOE
Posted: 5 days ago
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum + Additional benefits
Posted: 6 days ago
Glasgow, Lanarkshire
IT Connections
Salary: Attractive Salary
Posted: Yesterday
Glasgow, Lanarkshire
Net Talent
Salary: £30000 - £65000 per annum + Amazing benefits
Posted: 4 days ago
Glasgow, Lanarkshire
Durham Professional Services Limited
Salary: From £20,000 to £30,000 per annum
Posted: 6 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum + Additional benefits
Posted: 25 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £28,000 to £35,000 per annum Plus benefits
Posted: 6 days ago
Glasgow
Cathcart Associates
Salary: £25000 - £50000 per annum + benefits
Posted: 16 days ago