Period
to 5 December 2021

The table below looks at the prevalence of the term Finance in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Finance over the 6 months to 5 December 2021 with a comparison to the same period over the previous 2 years.

Financial
Scotland > Glasgow
6 months to
5 Dec 2021
Same period 2020 Same period 2019
Rank 8 8 12
Rank change year-on-year 0 +4 -8
Permanent jobs citing Finance 227 170 277
As % of all permanent jobs advertised in Glasgow 14.91% 20.76% 15.64%
As % of the General category 26.27% 41.87% 31.84%
Number of salaries quoted 155 79 186
10th Percentile £31,250 £34,850 £33,750
25th Percentile £40,000 £37,500 £37,688
Median annual salary (50th Percentile) £50,000 £52,500 £49,375
Median % change year-on-year -4.76% +6.33% -1.25%
75th Percentile £70,625 £71,250 £58,438
90th Percentile £80,000 £87,000 £72,500
Scotland median annual salary £55,000 £52,500 £51,500
% change year-on-year +4.76% +1.94% +3.00%

Finance is in the General Skills 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 common skills.

All General Skills
Glasgow
Permanent vacancies with a requirement for common skills 864 406 870
As % of all permanent IT jobs advertised in Glasgow 56.77% 49.57% 49.12%
Number of salaries quoted 546 280 568
10th Percentile £31,500 £32,500 £31,250
25th Percentile £38,138 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,750 £45,000
Median % change year-on-year +4.71% +6.11% -5.26%
75th Percentile £63,563 £60,313 £56,525
90th Percentile £75,500 £71,375 £67,325
Scotland median annual salary £50,000 £47,900 £45,162
% change year-on-year +4.38% +6.06% +0.36%

Finance
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Finance in Glasgow

Finance
Salary Trend in Glasgow

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

Salary trend for Finance in Glasgow

Finance
Salary Histogram in Glasgow

Salary distribution for jobs citing Finance in Glasgow over the 6 months to 5 December 2021.

Salary histogram for Finance in Glasgow

For the 6 months to 5 December 2021, IT jobs citing Finance 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 Finance.

1 77 (33.92%) Agile Software Development
2 60 (26.43%) Social Skills
3 54 (23.79%) Microsoft
4 39 (17.18%) AWS
5 37 (16.30%) Microsoft 365
6 35 (15.42%) DevOps
6 35 (15.42%) Azure
7 30 (13.22%) Java
8 28 (12.33%) Power Platform
8 28 (12.33%) Problem-Solving
9 27 (11.89%) Mentoring
9 27 (11.89%) Analytics
9 27 (11.89%) Cybersecurity
10 25 (11.01%) Microservices
10 25 (11.01%) SQL
11 24 (10.57%) Docker
12 23 (10.13%) Public Sector
13 22 (9.69%) Analytical Skills
13 22 (9.69%) Enterprise Architecture
13 22 (9.69%) QA
13 22 (9.69%) Windows
13 22 (9.69%) Project Management
14 21 (9.25%) CRM
15 20 (8.81%) Microsoft Office
15 20 (8.81%) Adobe
15 20 (8.81%) TOGAF
15 20 (8.81%) Software Engineering
15 20 (8.81%) React
15 20 (8.81%) Adobe Experience Manager
15 20 (8.81%) ArchiMate

Finance
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 20 (8.81%) Adobe Experience Manager
2 7 (3.08%) Elasticsearch
3 5 (2.20%) Apache Spark
3 5 (2.20%) Confluence
4 2 (0.88%) SharePoint
4 2 (0.88%) Umbraco
5 1 (0.44%) Apache
5 1 (0.44%) BizTalk Server
5 1 (0.44%) CMS
5 1 (0.44%) Ethereum
5 1 (0.44%) JBoss
5 1 (0.44%) Oracle SOA Suite
5 1 (0.44%) Sitecore CMS
5 1 (0.44%) Tomcat
5 1 (0.44%) WordPress
Applications
1 20 (8.81%) Microsoft Office
2 9 (3.96%) Microsoft Excel
3 1 (0.44%) 3ds Max
3 1 (0.44%) Blender
3 1 (0.44%) Houdini
3 1 (0.44%) Maya
3 1 (0.44%) Microsoft PowerPoint
3 1 (0.44%) Microsoft Project
Business Applications
1 7 (3.08%) Oracle EBS
2 6 (2.64%) NetSuite
3 3 (1.32%) SAP Business One
4 2 (0.88%) Oracle Procure-to-Pay
5 1 (0.44%) Dynamics NAV
5 1 (0.44%) Shopify
Cloud Services
1 39 (17.18%) AWS
2 37 (16.30%) Microsoft 365
3 35 (15.42%) Azure
4 28 (12.33%) Power Platform
5 20 (8.81%) Dynamics 365
6 14 (6.17%) GCP
7 8 (3.52%) SaaS
8 3 (1.32%) Azure Synapse Analytics
8 3 (1.32%) Cloud Computing
9 2 (0.88%) Amazon ECS
9 2 (0.88%) Azure Data Factory
9 2 (0.88%) OpenShift
9 2 (0.88%) Power Automate
9 2 (0.88%) PowerApps
9 2 (0.88%) Serverless
10 1 (0.44%) Amazon EC2
10 1 (0.44%) Firebase
10 1 (0.44%) Google Play
10 1 (0.44%) IaaS
10 1 (0.44%) Virtual Private Cloud
Communications & Networking
1 19 (8.37%) Firewall
2 10 (4.41%) TCP/IP
3 9 (3.96%) DMZ
4 8 (3.52%) Network Security
5 7 (3.08%) DNS
6 6 (2.64%) IPsec
6 6 (2.64%) SSL
7 5 (2.20%) DHCP
7 5 (2.20%) Kerberos
7 5 (2.20%) LAN
7 5 (2.20%) VoIP
7 5 (2.20%) WAN
8 3 (1.32%) HTTP
8 3 (1.32%) Modbus
8 3 (1.32%) VPN
9 2 (0.88%) BGP
9 2 (0.88%) Internet
10 1 (0.44%) Broadband
10 1 (0.44%) FTP
10 1 (0.44%) HTTPS
Database & Business Intelligence
1 17 (7.49%) Data Warehouse
2 12 (5.29%) Data Lake
2 12 (5.29%) SQL Server
3 8 (3.52%) Essbase
3 8 (3.52%) Hadoop
3 8 (3.52%) MongoDB
4 7 (3.08%) Big Data
4 7 (3.08%) Oracle BI EE
4 7 (3.08%) Oracle BI Publisher
4 7 (3.08%) Oracle ODI
4 7 (3.08%) Tableau
5 6 (2.64%) Data Mining
5 6 (2.64%) Power BI
6 5 (2.20%) BusinessObjects
7 4 (1.76%) NoSQL
7 4 (1.76%) Qlik Sense
8 3 (1.32%) Oracle Database
8 3 (1.32%) Oracle Reports
9 2 (0.88%) DataStage
9 2 (0.88%) PowerCenter
Development Applications
1 7 (3.08%) JIRA
2 6 (2.64%) Git (software)
2 6 (2.64%) Selenium
3 5 (2.20%) Jenkins
4 2 (0.88%) Artifactory
4 2 (0.88%) Bitbucket
4 2 (0.88%) JUnit
4 2 (0.88%) Maven
4 2 (0.88%) TestDirector
5 1 (0.44%) CA Release Automation
5 1 (0.44%) Cucumber
5 1 (0.44%) git-flow
5 1 (0.44%) Oracle Forms
5 1 (0.44%) SonarQube
5 1 (0.44%) Subversion
5 1 (0.44%) TeamCity
5 1 (0.44%) tSQLt
5 1 (0.44%) Visual Studio
5 1 (0.44%) WebDriver
General
1 60 (26.43%) Social Skills
2 23 (10.13%) Public Sector
3 22 (9.69%) Analytical Skills
4 19 (8.37%) Banking
5 17 (7.49%) Retail
6 12 (5.29%) Law
7 10 (4.41%) Legal
8 8 (3.52%) Inclusion and Diversity
8 8 (3.52%) Presentation Skills
9 6 (2.64%) Billing
9 6 (2.64%) Organisational Skills
10 4 (1.76%) Games
10 4 (1.76%) Police
11 3 (1.32%) Documentation Skills
11 3 (1.32%) Financial Institution
11 3 (1.32%) Telecoms
12 2 (0.88%) Influencing Skills
12 2 (0.88%) Marketing
13 1 (0.44%) Electronics
13 1 (0.44%) Manufacturing
Job Titles
1 39 (17.18%) Analyst
1 39 (17.18%) Developer
2 30 (13.22%) Architect
3 13 (5.73%) Applications Architect
4 12 (5.29%) Project Manager
5 11 (4.85%) Administrator
5 11 (4.85%) Java Developer
5 11 (4.85%) Support Analyst
6 10 (4.41%) Infrastructure Engineer
7 9 (3.96%) Security Analyst
8 8 (3.52%) Software Developer
8 8 (3.52%) Systems Administrator
9 7 (3.08%) Analyst Developer
9 7 (3.08%) Business Intelligence Analyst
9 7 (3.08%) Business Intelligence Developer
9 7 (3.08%) Enterprise Architect
9 7 (3.08%) Senior Developer
10 6 (2.64%) Lead Developer
10 6 (2.64%) React Developer
11 5 (2.20%) Data Engineer
Libraries, Frameworks & Software Standards
1 20 (8.81%) React
2 14 (6.17%) Node.js
3 13 (5.73%) Web Services
4 12 (5.29%) AngularJS
4 12 (5.29%) REST
5 11 (4.85%) .NET
5 11 (4.85%) XML
6 10 (4.41%) Spring
7 8 (3.52%) CSS
7 8 (3.52%) Middleware
8 7 (3.08%) HTML
8 7 (3.08%) jQuery
8 7 (3.08%) Kafka
8 7 (3.08%) MDX
9 6 (2.64%) OAuth
9 6 (2.64%) Spring Boot
10 5 (2.20%) GraphQL
10 5 (2.20%) OpenID
10 5 (2.20%) SAML
11 4 (1.76%) EDI
Miscellaneous
1 13 (5.73%) Management Information System
2 9 (3.96%) Enterprise Software
2 9 (3.96%) Public Cloud
3 6 (2.64%) Analytical Mindset
3 6 (2.64%) Self-Motivation
4 5 (2.20%) Clustering
4 5 (2.20%) Data Centre
5 4 (1.76%) Driving Licence
5 4 (1.76%) Smart Meter
6 3 (1.32%) Greenfield Project
6 3 (1.32%) Legacy Systems
7 2 (0.88%) Cyberthreat
7 2 (0.88%) DataPower
7 2 (0.88%) Social Media
7 2 (0.88%) User Experience
7 2 (0.88%) Virtual Team
8 1 (0.44%) Algorithms
8 1 (0.44%) Bitcoin
8 1 (0.44%) CUDA
8 1 (0.44%) Mobile App
Operating Systems
1 22 (9.69%) Windows
2 19 (8.37%) Linux
3 13 (5.73%) Unix
4 7 (3.08%) Windows Server
5 2 (0.88%) AIX
5 2 (0.88%) Android
5 2 (0.88%) Apple iOS
5 2 (0.88%) CentOS
5 2 (0.88%) Debian
5 2 (0.88%) Fedora
5 2 (0.88%) Mac OS
5 2 (0.88%) Solaris
5 2 (0.88%) Ubuntu
6 1 (0.44%) Red Hat Enterprise Linux
6 1 (0.44%) Windows 10
6 1 (0.44%) Windows 7
6 1 (0.44%) zOS
Processes & Methodologies
1 77 (33.92%) Agile Software Development
2 35 (15.42%) DevOps
3 28 (12.33%) Problem-Solving
4 27 (11.89%) Analytics
4 27 (11.89%) Cybersecurity
4 27 (11.89%) Mentoring
5 25 (11.01%) Microservices
6 22 (9.69%) Enterprise Architecture
6 22 (9.69%) Project Management
7 21 (9.25%) CRM
8 20 (8.81%) ArchiMate
8 20 (8.81%) Software Engineering
8 20 (8.81%) TOGAF
9 19 (8.37%) Test Automation
10 18 (7.93%) TDD
11 17 (7.49%) Business Intelligence
11 17 (7.49%) Full Stack Development
12 16 (7.05%) Scrum
12 16 (7.05%) Stakeholder Management
13 14 (6.17%) Project Delivery
Programming Languages
1 30 (13.22%) Java
2 25 (11.01%) SQL
3 16 (7.05%) JavaScript
4 15 (6.61%) Python
5 8 (3.52%) C#
6 7 (3.08%) Java 8
6 7 (3.08%) Scala
7 6 (2.64%) PowerShell
8 5 (2.20%) PHP
8 5 (2.20%) TypeScript
9 4 (1.76%) R
9 4 (1.76%) T-SQL
10 3 (1.32%) Perl
10 3 (1.32%) Shell Script
11 2 (0.88%) Apple Swift
11 2 (0.88%) Go
11 2 (0.88%) Kotlin
11 2 (0.88%) Ruby
12 1 (0.44%) F#
12 1 (0.44%) HLSL
Qualifications
1 16 (7.05%) Degree
2 6 (2.64%) AAT
2 6 (2.64%) PRINCE2 Practitioner
3 3 (1.32%) Computer Science Degree
4 2 (0.88%) CISSP
4 2 (0.88%) HNC
4 2 (0.88%) Security Cleared
5 1 (0.44%) ACCA
5 1 (0.44%) Master's Degree
5 1 (0.44%) PMI Certification
5 1 (0.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 22 (9.69%) QA
2 8 (3.52%) Data Quality
2 8 (3.52%) PMO
3 7 (3.08%) ISO/IEC 27001
4 6 (2.64%) GDPR
5 4 (1.76%) Cyber Essentials
5 4 (1.76%) Cyber Essentials PLUS
5 4 (1.76%) NIST
6 3 (1.32%) SLA
System Software
1 24 (10.57%) Docker
2 9 (3.96%) Active Directory
3 5 (2.20%) Hyper-V
4 2 (0.88%) iptables
4 2 (0.88%) VMware Infrastructure
5 1 (0.44%) Virtual Machines
Systems Management
1 10 (4.41%) Kubernetes
2 6 (2.64%) Terraform
3 5 (2.20%) Grafana
4 4 (1.76%) Prometheus
4 4 (1.76%) Puppet
5 3 (1.32%) Ansible
6 1 (0.44%) Opscode Chef
Vendors
1 54 (23.79%) Microsoft
2 20 (8.81%) Adobe
2 20 (8.81%) MuleSoft
3 15 (6.61%) Oracle
4 8 (3.52%) Splunk
5 6 (2.64%) SAP
6 5 (2.20%) Juniper
7 4 (1.76%) IBM
7 4 (1.76%) Informatica
7 4 (1.76%) VMware
7 4 (1.76%) Zscaler
8 3 (1.32%) Blue Coat
8 3 (1.32%) Google
8 3 (1.32%) Siemens
9 2 (0.88%) ArcSight
9 2 (0.88%) Atlassian
9 2 (0.88%) Pega
9 2 (0.88%) Salesforce.com
9 2 (0.88%) StreamSets
9 2 (0.88%) Talend