The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Degree qualifications. Included is a benchmarking guide to the salaries offered over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Degree
Scotland / Glasgow
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 19 14 16
Rank change year-on-year -5 +2  
Permanent jobs citing Degree 104 174 162
As % of all permanent IT jobs advertised in Glasgow 10.91% 13.30% 14.00%
As % of the Qualifications category 55.32% 51.63% 59.12%
Number of salaries quoted 60 103 101
Median salary £45,000 £38,500 £45,000
Median salary % change year-on-year +16.88% -14.44%  
90% offered a salary of more than £24,850 £25,300 £30,000
10% offered a salary of more than £61,000 £55,000 £60,000
UK excluding London median salary £40,000 £40,000 £40,000

Degree is in the academic qualifications and professional certifications category. The following table is for comparison with the above and provides summary statistics for all academic qualifications and professional certifications cited in permanent job vacancies advertised in Glasgow.

Academic & Professional Certification
Glasgow
Permanent job vacancies requiring academic qualifications or professional certifications 188 337 274
As % of all permanent IT job vacancies advertised in Glasgow 19.73% 25.76% 23.68%
Number of salaries quoted 118 218 191
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £31,500 £30,000 £23,250
10% offered a salary of more than £55,000 £60,000 £57,500
UK excluding London median salary £42,500 £42,500 £42,500

Degree
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Degree as a proportion of all permanent or contract IT jobs with a match in the Qualifications category.

Job vacancy trend for Degree in Glasgow

Degree
Salary Trend in Glasgow

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

Salary trend for Degree in Glasgow

Degree
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Degree in Glasgow over the 3 months to 30 March 2017.

Salary histogram for Degree in Glasgow

For the 6 months to 30 March 2017, IT jobs citing Degree 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 Degree.

1 90 (38.79%) Computer Science
2 88 (37.93%) Agile Software Development
3 85 (36.64%) Finance
4 77 (33.19%) Java
5 66 (28.45%) Analytical Skills
6 48 (20.69%) PHP
7 46 (19.83%) TDD
8 45 (19.40%) MySQL
9 43 (18.53%) Relational Database
10 40 (17.24%) RDBMS
11 37 (15.95%) Zend
12 36 (15.52%) MySQL Certification
12 36 (15.52%) Magento
13 27 (11.64%) SQL
14 25 (10.78%) Software Engineering
15 24 (10.34%) E-Commerce
16 23 (9.91%) C#
16 23 (9.91%) Microsoft
17 21 (9.05%) JavaScript
17 21 (9.05%) Unit Testing
18 19 (8.19%) SQL Server
19 18 (7.76%) CSS
19 18 (7.76%) MVC
20 17 (7.33%) .NET
20 17 (7.33%) Web Application Development
21 16 (6.90%) HTML
21 16 (6.90%) ITIL
22 15 (6.47%) Mentoring
23 14 (6.03%) Project Management
23 14 (6.03%) Service Delivery

Degree
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 5 (2.16%) CMS
2 4 (1.72%) Apache Pig
2 4 (1.72%) Apache Spark
2 4 (1.72%) NetWeaver
2 4 (1.72%) WebSphere
2 4 (1.72%) WebSphere Application Server
3 2 (0.86%) Drupal
3 2 (0.86%) Joomla!
3 2 (0.86%) MS Exchange
3 2 (0.86%) SharePoint
3 2 (0.86%) Tomcat
3 2 (0.86%) Umbraco
4 1 (0.43%) Apache
4 1 (0.43%) Cloud Foundry
4 1 (0.43%) Confluence
4 1 (0.43%) DNN
4 1 (0.43%) Elasticsearch
4 1 (0.43%) IBM Notes
4 1 (0.43%) Mule
4 1 (0.43%) WordPress
Applications
1 12 (5.17%) MS Excel
2 7 (3.02%) MS Office
3 2 (0.86%) Adobe Illustrator
3 2 (0.86%) InDesign
3 2 (0.86%) Photoshop
4 1 (0.43%) MS Project
4 1 (0.43%) Siemens NX
4 1 (0.43%) SOLIDWORKS
4 1 (0.43%) Weka
Business Applications
1 36 (15.52%) Magento
2 1 (0.43%) Sage 200
2 1 (0.43%) Teamcenter
Cloud Services
1 11 (4.74%) Microsoft Azure
2 6 (2.59%) Amazon AWS
3 5 (2.16%) Office 365
4 4 (1.72%) Amazon CloudWatch
4 4 (1.72%) Amazon EC2
4 4 (1.72%) Amazon S3
4 4 (1.72%) IaaS
4 4 (1.72%) PaaS
4 4 (1.72%) SaaS
5 3 (1.29%) Cloud Computing
6 2 (0.86%) Adobe Creative Cloud
6 2 (0.86%) Azure Active Directory
Communications & Networking
1 3 (1.29%) Internet
2 2 (0.86%) Network Security
2 2 (0.86%) SAN
2 2 (0.86%) TCP/IP
3 1 (0.43%) Firewall
3 1 (0.43%) SSH
Database & Business Intelligence
1 45 (19.40%) MySQL
2 43 (18.53%) Relational Database
3 40 (17.24%) RDBMS
4 19 (8.19%) SQL Server
5 8 (3.45%) Data Warehouse
6 6 (2.59%) Big Data
7 5 (2.16%) Hadoop
8 4 (1.72%) Apache Hive
8 4 (1.72%) Data Lake
8 4 (1.72%) Flink
8 4 (1.72%) OLAP
8 4 (1.72%) OLTP
8 4 (1.72%) Oracle Reports
8 4 (1.72%) SQL Server Integration Services
8 4 (1.72%) Star Schema
9 3 (1.29%) MongoDB
9 3 (1.29%) SQL Server Reporting Services
10 2 (0.86%) NoSQL
10 2 (0.86%) SAP HANA
10 2 (0.86%) SSDT
Development Applications
1 10 (4.31%) Git (software)
2 7 (3.02%) Jenkins
2 7 (3.02%) JIRA
2 7 (3.02%) Selenium
3 6 (2.59%) Subversion
3 6 (2.59%) TeamCity
3 6 (2.59%) Visual Studio
4 5 (2.16%) Maven
5 4 (1.72%) ERwin
5 4 (1.72%) MagicDraw
5 4 (1.72%) PVCS
5 4 (1.72%) WebDriver
6 3 (1.29%) Ant
6 3 (1.29%) Hudson
6 3 (1.29%) JUnit
6 3 (1.29%) Team Foundation Server
7 2 (0.86%) Cucumber
7 2 (0.86%) JSUnit
7 2 (0.86%) Mockito
7 2 (0.86%) SpecFlow
General
1 85 (36.64%) Finance
2 8 (3.45%) Banking
3 4 (1.72%) Back Office
3 4 (1.72%) General Ledger
3 4 (1.72%) Legal
3 4 (1.72%) Manufacturing
4 3 (1.29%) Investment Banking
5 2 (0.86%) Billing
5 2 (0.86%) Marketing
6 1 (0.43%) Advertising
6 1 (0.43%) Electronics
6 1 (0.43%) Law
6 1 (0.43%) Telecoms
Job Titles
1 122 (52.59%) Developer
2 57 (24.57%) Java Developer
3 35 (15.09%) Analyst
4 20 (8.62%) PHP Developer
5 19 (8.19%) Magento Developer
6 13 (5.60%) Architect
7 12 (5.17%) Business Analyst
8 9 (3.88%) C# Developer
9 8 (3.45%) Auditor
9 8 (3.45%) IT Auditor
9 8 (3.45%) Senior Developer
10 7 (3.02%) Junior
10 7 (3.02%) Senior Java Developer
10 7 (3.02%) Software Engineer
11 6 (2.59%) Business Systems Analyst
11 6 (2.59%) Systems Analyst
12 5 (2.16%) IT Manager
12 5 (2.16%) Junior Developer
12 5 (2.16%) Technical Analyst
12 5 (2.16%) Technical Architect
Libraries, Frameworks & Software Standards
1 18 (7.76%) CSS
2 17 (7.33%) .NET
3 16 (6.90%) HTML
4 13 (5.60%) REST
5 12 (5.17%) AngularJS
5 12 (5.17%) ASP.NET
6 11 (4.74%) jQuery
6 11 (4.74%) Web Services
7 10 (4.31%) CSS3
7 10 (4.31%) HTML5
7 10 (4.31%) Middleware
8 9 (3.88%) Ajax
8 9 (3.88%) ASP.NET MVC
8 9 (3.88%) Spring
9 8 (3.45%) J2EE
10 7 (3.02%) SOAP
11 6 (2.59%) Hibernate
11 6 (2.59%) Laravel
11 6 (2.59%) XML
11 6 (2.59%) Yii
Miscellaneous
1 90 (38.79%) Computer Science
2 66 (28.45%) Analytical Skills
3 8 (3.45%) Client/Server
3 8 (3.45%) Management Information System
3 8 (3.45%) User Experience
4 7 (3.02%) Hybrid Cloud
4 7 (3.02%) Public Cloud
5 6 (2.59%) Data Centre
6 4 (1.72%) Derivative
6 4 (1.72%) Enterprise Software
6 4 (1.72%) Reference Data
6 4 (1.72%) Taxonomies
7 2 (0.86%) Mobile App
8 1 (0.43%) Clustering
8 1 (0.43%) Credit Risk
8 1 (0.43%) Data Protection Act
8 1 (0.43%) FMCG
8 1 (0.43%) Internet of Things
8 1 (0.43%) Private Cloud
8 1 (0.43%) Social Media
Operating Systems
1 12 (5.17%) Windows
2 9 (3.88%) Linux
2 9 (3.88%) Unix
3 6 (2.59%) Android
4 2 (0.86%) AIX
4 2 (0.86%) Apple iOS
4 2 (0.86%) Red Hat Enterprise Linux
4 2 (0.86%) Windows 10
5 1 (0.43%) Windows Server 2008
5 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 88 (37.93%) Agile Software Development
2 46 (19.83%) TDD
3 25 (10.78%) Software Engineering
4 24 (10.34%) E-Commerce
5 21 (9.05%) Unit Testing
6 18 (7.76%) MVC
7 17 (7.33%) Web Application Development
8 16 (6.90%) ITIL
9 15 (6.47%) Mentoring
10 14 (6.03%) Project Management
10 14 (6.03%) Service Delivery
11 13 (5.60%) OO
11 13 (5.60%) Stakeholder Management
12 12 (5.17%) Configuration Management
12 12 (5.17%) Continuous Integration
12 12 (5.17%) SDLC
12 12 (5.17%) Web Development
13 11 (4.74%) SOA
14 10 (4.31%) Continuous Improvement
14 10 (4.31%) Scrum
Programming Languages
1 77 (33.19%) Java
2 48 (20.69%) PHP
3 27 (11.64%) SQL
4 23 (9.91%) C#
5 21 (9.05%) JavaScript
6 10 (4.31%) Python
7 8 (3.45%) Perl
8 4 (1.72%) PL/SQL
8 4 (1.72%) Ruby
9 3 (1.29%) C++
9 3 (1.29%) TypeScript
10 2 (0.86%) Bash Shell
10 2 (0.86%) Objective-C
10 2 (0.86%) Scala
10 2 (0.86%) T-SQL
10 2 (0.86%) VBA
11 1 (0.43%) C
11 1 (0.43%) Go
11 1 (0.43%) R
11 1 (0.43%) XAML
Qualifications
1 36 (15.52%) MySQL Certification
2 11 (4.74%) CISA
3 3 (1.29%) CISM
3 3 (1.29%) CISSP
3 3 (1.29%) HND
3 3 (1.29%) ITIL Certification
4 2 (0.86%) MCITP
4 2 (0.86%) MCTS
4 2 (0.86%) Microsoft Certification
5 1 (0.43%) ISEB
5 1 (0.43%) ISTQB
5 1 (0.43%) MBA
5 1 (0.43%) Postgraduate
5 1 (0.43%) Six Sigma Black Belt
Quality Assurance & Compliance
1 12 (5.17%) QA
2 5 (2.16%) Data Quality
2 5 (2.16%) ISO/IEC 27001
3 4 (1.72%) ISO 9001
3 4 (1.72%) ISO20022
3 4 (1.72%) SLA
4 3 (1.29%) GDPR
4 3 (1.29%) PCI DSS
5 1 (0.43%) Basel III
5 1 (0.43%) PMO
System Software
1 4 (1.72%) Apache Flume
1 4 (1.72%) Docker
2 3 (1.29%) Active Directory
2 3 (1.29%) VMware Infrastructure
3 2 (0.86%) Firmware
3 2 (0.86%) RHEV
3 2 (0.86%) VMware ESX
3 2 (0.86%) XenApp
4 1 (0.43%) Ceph
Systems Management
1 4 (1.72%) Docker Swarm
1 4 (1.72%) Kubernetes
1 4 (1.72%) Mesos
2 2 (0.86%) AirWatch
2 2 (0.86%) EMC NetWorker
2 2 (0.86%) SCCM
3 1 (0.43%) Ansible
3 1 (0.43%) HP Quality Center
3 1 (0.43%) Kibana
3 1 (0.43%) logstash
3 1 (0.43%) Opscode Chef
3 1 (0.43%) Puppet
Vendors
1 37 (15.95%) Zend
2 23 (9.91%) Microsoft
3 12 (5.17%) Oracle
4 11 (4.74%) IBM
5 8 (3.45%) SAP
6 4 (1.72%) Apple
6 4 (1.72%) Splunk
7 3 (1.29%) Adobe
7 3 (1.29%) VMware
8 2 (0.86%) Citrix
8 2 (0.86%) HP
8 2 (0.86%) MobileIron
8 2 (0.86%) Red Hat
8 2 (0.86%) Sophos
9 1 (0.43%) CheckPoint
9 1 (0.43%) Lotus
9 1 (0.43%) RapidMiner
9 1 (0.43%) Sage
9 1 (0.43%) TIBCO
9 1 (0.43%) Xamarin
Glasgow, Lanarkshire
Harvey Nash plc
Posted: Yesterday
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 5 hours ago
Glasgow, Lanarkshire
Net Talent
Posted: 2 days ago
Glasgow, Lanarkshire
Empiric.com
Salary: From £30,000 to £75,000 per annum
Posted: 6 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £45000.00 per annum + Additional benefits
Posted: 10 days ago
Glasgow, Lanarkshire
Maclean Moore Consulting
Salary: From £50,000 to £65,000 per annum
Posted: 6 days ago
Glasgow, Lanarkshire
Morgan Mckinley
Salary: £20000 - £30000 per annum + Benefits
Posted: 6 days ago
Glasgow, Lanarkshire
JK Resourcing Limited
Posted: 5 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: £20000.00 - £25000.00 per annum + Additional benefits
Posted: 17 days ago
Glasgow
CCA Recruitment
Posted: 2 days ago
Glasgow, Lanarkshire
Durham Professional Services Limited
Salary: From £50,000 to £60,000 per annum plus benefits
Posted: 15 days ago
Glasgow
OHO Group Ltd.
Salary: Competitive
Posted: 24 days ago
Glasgow
Recruitment Genius Ltd
Salary: £18000 - £25000 per annum
Posted: 16 days ago
Glasgow, Lanarkshire
CGI
Salary: £14100 per annum + benefits
Posted: 16 days ago