Period
to

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 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Academic Degree
Scotland > Glasgow
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 21 21 23
Rank change year-on-year 0 +2 +2
Permanent jobs citing Degree 162 113 111
As % of all permanent jobs advertised in Glasgow 10.21% 8.76% 9.44%
As % of the Qualifications category 41.33% 47.68% 54.15%
Number of salaries quoted 64 74 66
10th Percentile £28,750 £29,250 £21,500
25th Percentile £37,500 £35,750 £31,563
Median annual salary (50th Percentile) £45,607 £40,000 £42,500
Median % change year-on-year +14.02% -5.88% +11.84%
75th Percentile £53,750 £48,657 £55,000
90th Percentile £73,500 £61,250 £60,000
Scotland median annual salary £45,607 £42,653 £42,500
% change year-on-year +6.93% +0.36% +6.25%

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 permanent job vacancies advertised in Glasgow with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Glasgow
Permanent vacancies requiring academic qualifications or professional certifications 392 237 205
As % of all permanent IT jobs advertised in Glasgow 24.72% 18.37% 17.43%
Number of salaries quoted 156 116 134
10th Percentile £27,750 £29,250 £25,000
25th Percentile £37,438 £35,750 £35,063
Median annual salary (50th Percentile) £48,000 £42,500 £45,000
Median % change year-on-year +12.94% -5.56% +12.50%
75th Percentile £59,063 £52,500 £53,750
90th Percentile £68,750 £61,875 £64,175
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +6.07%

Degree
Job Vacancy Trend in Glasgow

Job postings citing Degree as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Degree in Glasgow

Degree
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Degree in Glasgow.

Salary trend for Degree in Glasgow

Degree
Salary Histogram in Glasgow

Salary distribution for jobs citing Degree in Glasgow over the 6 months to 23 May 2022.

Salary histogram for Degree in Glasgow

For the 6 months to 23 May 2022, IT jobs citing Degree 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 Degree.

1 84 (51.85%) Social Skills
2 66 (40.74%) Finance
3 63 (38.89%) Problem-Solving
4 40 (24.69%) Software Engineering
4 40 (24.69%) SQL
4 40 (24.69%) Analytical Skills
5 35 (21.60%) Agile
6 31 (19.14%) JavaScript
7 29 (17.90%) Mentoring
8 28 (17.28%) Java
9 27 (16.67%) React
9 27 (16.67%) Cybersecurity
10 26 (16.05%) Banking
11 25 (15.43%) Computer Science
11 25 (15.43%) AWS
12 23 (14.20%) Investment Banking
12 23 (14.20%) Supplier Management
13 22 (13.58%) C#
13 22 (13.58%) OO
13 22 (13.58%) Azure
14 21 (12.96%) TypeScript
14 21 (12.96%) Security Cleared
14 21 (12.96%) Python
14 21 (12.96%) Full Stack Development
15 20 (12.35%) T-SQL
15 20 (12.35%) Microsoft Office
16 19 (11.73%) .NET
16 19 (11.73%) OOP
16 19 (11.73%) Use Case
17 18 (11.11%) Reference Data

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 3 (1.85%) Elasticsearch
2 2 (1.23%) SharePoint
3 1 (0.62%) Apache
3 1 (0.62%) Apache Airflow
3 1 (0.62%) IIS
3 1 (0.62%) MS Exchange
3 1 (0.62%) Oracle SOA Suite
3 1 (0.62%) SAS
3 1 (0.62%) Tomcat
Applications
1 20 (12.35%) Microsoft Office
2 7 (4.32%) InVision
2 7 (4.32%) Sketch
2 7 (4.32%) Zeplin
3 6 (3.70%) Adobe Creative Suite
4 5 (3.09%) Microsoft Excel
5 3 (1.85%) Adobe Illustrator
5 3 (1.85%) InDesign
5 3 (1.85%) Microsoft PowerPoint
5 3 (1.85%) Photoshop
6 1 (0.62%) 3ds Max
6 1 (0.62%) Blender
6 1 (0.62%) Chatbot
6 1 (0.62%) Houdini
6 1 (0.62%) Maya
6 1 (0.62%) Microsoft Project
6 1 (0.62%) MS Visio
Business Applications
1 5 (3.09%) Sentinel
2 4 (2.47%) Dynamics CRM
3 1 (0.62%) ResourceLink
3 1 (0.62%) Salesforce.com CRM
3 1 (0.62%) SAP HCM
3 1 (0.62%) Unit4 Business World
Cloud Services
1 25 (15.43%) AWS
2 22 (13.58%) Azure
3 9 (5.56%) Microsoft 365
4 7 (4.32%) Adobe Creative Cloud
4 7 (4.32%) Dynamics 365
4 7 (4.32%) Figma
4 7 (4.32%) GCP
5 6 (3.70%) Azure Active Directory
6 5 (3.09%) Amazon GuardDuty
6 5 (3.09%) AWS Direct Connect
6 5 (3.09%) Azure ExpressRoute
6 5 (3.09%) Azure Sentinel
7 4 (2.47%) Power Platform
8 3 (1.85%) Semaphore
9 2 (1.23%) GitHub
10 1 (0.62%) Amazon CloudWatch
10 1 (0.62%) Google Workspace
10 1 (0.62%) IaaS
10 1 (0.62%) SaaS
10 1 (0.62%) SuccessFactors
Communications & Networking
1 12 (7.41%) Firewall
2 3 (1.85%) Internet
3 2 (1.23%) Ethernet
3 2 (1.23%) TCP/IP
3 2 (1.23%) VPN
4 1 (0.62%) BGP
4 1 (0.62%) DNS
4 1 (0.62%) Fibre Channel
4 1 (0.62%) iSCSI
4 1 (0.62%) Kerberos
4 1 (0.62%) Modbus
4 1 (0.62%) Network Security
4 1 (0.62%) SAN
4 1 (0.62%) Unified Communications
Database & Business Intelligence
1 12 (7.41%) Relational Database
2 6 (3.70%) RDBMS
3 5 (3.09%) Amazon RDS
3 5 (3.09%) Data Warehouse
3 5 (3.09%) DB2
4 4 (2.47%) Essbase
4 4 (2.47%) PostgreSQL
4 4 (2.47%) Power BI
4 4 (2.47%) SQL Server
5 3 (1.85%) Big Data
6 2 (1.23%) Data Lake
6 2 (1.23%) MongoDB
6 2 (1.23%) Oracle Database
7 1 (0.62%) Azure SQL Database
7 1 (0.62%) MySQL
7 1 (0.62%) NoSQL
7 1 (0.62%) OLAP
7 1 (0.62%) SQL Server Integration Services
7 1 (0.62%) SQL Server Reporting Services
7 1 (0.62%) Tableau
Development Applications
1 9 (5.56%) Git (software)
2 5 (3.09%) Jenkins
3 3 (1.85%) Maven
4 2 (1.23%) Selenium
4 2 (1.23%) Visual Studio
5 1 (0.62%) Appium
5 1 (0.62%) Atlassian Bamboo
5 1 (0.62%) Cucumber
5 1 (0.62%) GitLab
5 1 (0.62%) Gradle
5 1 (0.62%) IntelliJ
5 1 (0.62%) JIRA
5 1 (0.62%) JMeter
5 1 (0.62%) JUnit
5 1 (0.62%) Mockito
5 1 (0.62%) NetBeans
5 1 (0.62%) SQL Server Management Studio (SSMS)
5 1 (0.62%) Subversion
5 1 (0.62%) Visual Studio Code
5 1 (0.62%) WebDriver
General
1 84 (51.85%) Social Skills
2 66 (40.74%) Finance
3 40 (24.69%) Analytical Skills
4 26 (16.05%) Banking
5 23 (14.20%) Investment Banking
6 18 (11.11%) Legal
7 17 (10.49%) Marketing
7 17 (10.49%) Public Sector
8 15 (9.26%) Local Government
9 7 (4.32%) Manufacturing
9 7 (4.32%) Police
10 6 (3.70%) Organisational Skills
11 5 (3.09%) Presentation Skills
12 3 (1.85%) Documentation Skills
13 2 (1.23%) Back Office
13 2 (1.23%) Electronics
13 2 (1.23%) Front Office
13 2 (1.23%) Influencing Skills
13 2 (1.23%) Retail
13 2 (1.23%) Telecoms
Job Titles
1 39 (24.07%) Developer
2 23 (14.20%) Graduate
3 22 (13.58%) Software Developer
4 18 (11.11%) Data Manager
5 16 (9.88%) Analyst
6 10 (6.17%) Trainee
7 8 (4.94%) IT Analyst
7 8 (4.94%) Software Engineer
8 7 (4.32%) Java Developer
9 6 (3.70%) Insight Manager
9 6 (3.70%) Security Engineer
10 5 (3.09%) Cloud Specialist
10 5 (3.09%) IT Engineer
10 5 (3.09%) IT Security Engineer
10 5 (3.09%) Security Analyst
11 4 (2.47%) Financial Analyst
11 4 (2.47%) Junior
11 4 (2.47%) Project Manager
11 4 (2.47%) Service Analyst
11 4 (2.47%) Team Leader
Libraries, Frameworks & Software Standards
1 27 (16.67%) React
2 19 (11.73%) .NET
3 11 (6.79%) AngularJS
4 9 (5.56%) Spring
5 8 (4.94%) Apache Flex
6 7 (4.32%) HTML
6 7 (4.32%) RESTful
6 7 (4.32%) Web Services
7 6 (3.70%) LDAP
8 5 (3.09%) J2EE
8 5 (3.09%) SAML
9 4 (2.47%) FIX Protocol
9 4 (2.47%) HTML5
9 4 (2.47%) Kafka
9 4 (2.47%) Spring Boot
10 3 (1.85%) CSS
10 3 (1.85%) REST
10 3 (1.85%) Vue.js
11 2 (1.23%) Hibernate
11 2 (1.23%) J2SE
Miscellaneous
1 18 (11.11%) Reference Data
2 13 (8.02%) User Experience
3 12 (7.41%) Driving Licence
4 8 (4.94%) e-Learning
4 8 (4.94%) Public Cloud
5 7 (4.32%) Data Centre
6 6 (3.70%) PKI
6 6 (3.70%) Renewable Energy
7 4 (2.47%) Algorithms
7 4 (2.47%) Equities
7 4 (2.47%) Equity Derivative
7 4 (2.47%) Management Information System
8 3 (1.85%) Data Structures
8 3 (1.85%) Graphic Design
8 3 (1.85%) IoT
8 3 (1.85%) Smart City
9 2 (1.23%) Enterprise Software
10 1 (0.62%) Digital Media
10 1 (0.62%) Mobile App
10 1 (0.62%) Video on Demand
Operating Systems
1 13 (8.02%) Linux
2 11 (6.79%) Unix
3 7 (4.32%) Windows
4 2 (1.23%) Windows Server
5 1 (0.62%) Android
5 1 (0.62%) Apple iOS
5 1 (0.62%) CentOS
5 1 (0.62%) Data ONTAP
5 1 (0.62%) Debian
5 1 (0.62%) Fedora
5 1 (0.62%) FreeRTOS
5 1 (0.62%) HPUX
5 1 (0.62%) Red Hat Enterprise Linux
5 1 (0.62%) Ubuntu
5 1 (0.62%) Windows 10
Processes & Methodologies
1 63 (38.89%) Problem-Solving
2 40 (24.69%) Software Engineering
3 35 (21.60%) Agile
4 29 (17.90%) Mentoring
5 27 (16.67%) Cybersecurity
6 25 (15.43%) Computer Science
7 23 (14.20%) Supplier Management
8 22 (13.58%) OO
9 21 (12.96%) Full Stack Development
10 19 (11.73%) OOP
10 19 (11.73%) Use Case
11 18 (11.11%) Contract Negotiation
11 18 (11.11%) Decision-Making
11 18 (11.11%) Pair Programming
11 18 (11.11%) Proactive Management
12 16 (9.88%) Analytics
12 16 (9.88%) Project Management
13 15 (9.26%) Cost Control
14 14 (8.64%) Scrum
15 13 (8.02%) Mathematics
Programming Languages
1 40 (24.69%) SQL
2 31 (19.14%) JavaScript
3 28 (17.28%) Java
4 22 (13.58%) C#
5 21 (12.96%) Python
5 21 (12.96%) TypeScript
6 20 (12.35%) T-SQL
7 11 (6.79%) C++
8 5 (3.09%) Perl
9 3 (1.85%) C
9 3 (1.85%) PowerShell
10 2 (1.23%) Assembly Language
10 2 (1.23%) Objective-C
10 2 (1.23%) Scala
10 2 (1.23%) Shell Script
10 2 (1.23%) VBA
11 1 (0.62%) Bash
11 1 (0.62%) MATLAB
11 1 (0.62%) PHP
11 1 (0.62%) Ruby
Qualifications
1 21 (12.96%) Security Cleared
2 18 (11.11%) Computer Science Degree
3 13 (8.02%) Master's Degree
4 6 (3.70%) CEH
5 5 (3.09%) AWS Certification
5 5 (3.09%) BPSS Clearance
5 5 (3.09%) DV Cleared
5 5 (3.09%) SC Cleared
6 3 (1.85%) MCSE
6 3 (1.85%) Microsoft Certification
7 2 (1.23%) CCNA
7 2 (1.23%) Cisco Certification
7 2 (1.23%) ISTQB
7 2 (1.23%) ITIL Certification
8 1 (0.62%) CCSA
8 1 (0.62%) CCSE
8 1 (0.62%) MCITP
8 1 (0.62%) MCSA
8 1 (0.62%) PMI Certification
8 1 (0.62%) PMP
Quality Assurance & Compliance
1 8 (4.94%) ISO/IEC 27001
1 8 (4.94%) QA
2 6 (3.70%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 5 (3.09%) GDPR
3 5 (3.09%) NCSC
3 5 (3.09%) RMADS
4 3 (1.85%) SLA
5 2 (1.23%) Data Quality
5 2 (1.23%) ISO 22301
6 1 (0.62%) Accessibility
6 1 (0.62%) Cyber Essentials
6 1 (0.62%) EMIR
6 1 (0.62%) JTAG
6 1 (0.62%) MiFID
6 1 (0.62%) NIST
6 1 (0.62%) PMO
System Software
1 7 (4.32%) Active Directory
2 4 (2.47%) Docker
3 1 (0.62%) Firmware
3 1 (0.62%) iptables
3 1 (0.62%) NFS
3 1 (0.62%) VMware Infrastructure
Systems Management
1 5 (3.09%) Ansible
1 5 (3.09%) Nexpose
2 4 (2.47%) Kubernetes
3 3 (1.85%) SCCM
4 2 (1.23%) Terraform
5 1 (0.62%) Puppet
5 1 (0.62%) Veritas Storage Foundation
Vendors
1 18 (11.11%) Bloomberg
1 18 (11.11%) Microsoft
1 18 (11.11%) Refinitiv
2 14 (8.64%) Adobe
2 14 (8.64%) Oracle
3 8 (4.94%) Google
4 7 (4.32%) Hitachi
5 5 (3.09%) Centrify
5 5 (3.09%) Palo Alto
5 5 (3.09%) Splunk
5 5 (3.09%) Sybase
6 4 (2.47%) Anaplan
6 4 (2.47%) Cisco
6 4 (2.47%) Hyperion
7 3 (1.85%) SAP
8 2 (1.23%) Databricks
8 2 (1.23%) Salesforce.com
8 2 (1.23%) VMware
9 1 (0.62%) 3PAR
9 1 (0.62%) Nimble Storage