Period
to 21 November 2019

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 21 November 2019 with a comparison to the same period over the previous 2 years.

Financial
Scotland > Glasgow
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 11 4 4
Rank change year-on-year -7 0 -1
Permanent jobs citing Finance 284 592 574
As % of all permanent IT jobs advertised in Glasgow 16.05% 27.86% 24.73%
As % of the General category 47.89% 64.21% 58.63%
Number of salaries quoted 194 457 401
Glasgow median annual salary £50,000 £50,000 £50,000
10th Percentile £33,750 £32,500 £32,500
90th Percentile £73,375 £65,000 £75,000
Scotland median annual salary £51,500 £50,000 £49,000
% change year-on-year +3.00% +2.04% +3.16%

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 593 922 979
As % of all permanent IT jobs advertised in Glasgow 33.50% 43.39% 42.18%
Number of salaries quoted 386 689 670
Glasgow median annual salary £45,000 £49,000 £47,500
Median salary % change year-on-year -8.16% +3.16% +11.76%
10th Percentile £31,250 £32,250 £32,500
90th Percentile £69,384 £65,000 £72,500
Scotland median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Finance
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Finance in Glasgow

Finance
Salary Trend in Glasgow

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

Salary trend for Finance in Glasgow

Finance
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Finance in Glasgow over the 6 months to 21 November 2019.

Salary histogram for Finance in Glasgow

For the 6 months to 21 November 2019, 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.

1 119 (41.90%) Agile Software Development
2 80 (28.17%) SQL
3 75 (26.41%) JavaScript
4 73 (25.70%) Java
5 51 (17.96%) CSS
5 51 (17.96%) AngularJS
6 49 (17.25%) HTML
7 45 (15.85%) Mentoring
8 44 (15.49%) Git (software)
9 41 (14.44%) Analytical Skills
10 39 (13.73%) C#
11 36 (12.68%) SQL Server
11 36 (12.68%) Degree
11 36 (12.68%) Microservices
12 35 (12.32%) TDD
13 34 (11.97%) Azure
14 33 (11.62%) Stakeholder Management
14 33 (11.62%) Linux
15 32 (11.27%) Oracle
15 32 (11.27%) React
15 32 (11.27%) SDLC
16 31 (10.92%) REST
17 30 (10.56%) Test Automation
17 30 (10.56%) Project Management
17 30 (10.56%) Unix
18 29 (10.21%) .NET
18 29 (10.21%) Problem-Solving
19 28 (9.86%) Front End Development
20 26 (9.15%) Greenfield Project
20 26 (9.15%) Spring

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 14 (4.93%) Apache Spark
2 10 (3.52%) SharePoint
3 6 (2.11%) WebSphere
4 3 (1.06%) Appian
4 3 (1.06%) WebSphere Application Server
5 2 (0.70%) Elasticsearch
5 2 (0.70%) Exchange Server 2010
5 2 (0.70%) Exchange Server 2013
5 2 (0.70%) MS Exchange
5 2 (0.70%) Oracle Workflow
6 1 (0.35%) Alfresco
6 1 (0.35%) Oracle SOA Suite
Applications
1 10 (3.52%) Microsoft PowerPoint
2 5 (1.76%) Microsoft Excel
3 3 (1.06%) Microsoft Office
4 2 (0.70%) Adobe Creative Suite
4 2 (0.70%) Chatbot
5 1 (0.35%) InVision
5 1 (0.35%) Microsoft Project
5 1 (0.35%) MS Visio
5 1 (0.35%) Sketch
Business Applications
1 5 (1.76%) Oracle EBS
2 2 (0.70%) Oracle BPM
2 2 (0.70%) Oracle EBS R12
2 2 (0.70%) Oracle ERP
2 2 (0.70%) SAP S/4HANA
3 1 (0.35%) Dynamics AX
3 1 (0.35%) Infor M3
3 1 (0.35%) NetSuite
3 1 (0.35%) Oracle Financials
3 1 (0.35%) Oracle iProcurement
3 1 (0.35%) Primavera
3 1 (0.35%) SAP BPC
Cloud Services
1 34 (11.97%) Azure
2 12 (4.23%) AWS
3 9 (3.17%) Power Platform
4 7 (2.46%) SaaS
5 4 (1.41%) GCP
6 3 (1.06%) Cloud Computing
6 3 (1.06%) Office 365
7 2 (0.70%) Amazon ECS
7 2 (0.70%) Dynamics 365
7 2 (0.70%) GitHub
7 2 (0.70%) OpenShift
8 1 (0.35%) Amazon Cognito
8 1 (0.35%) Amazon EMR
8 1 (0.35%) AWS CloudFormation
8 1 (0.35%) AWS Lambda
8 1 (0.35%) Azure Data Factory
8 1 (0.35%) IaaS
8 1 (0.35%) OneDrive
8 1 (0.35%) PaaS
8 1 (0.35%) Serverless
Communications & Networking
1 8 (2.82%) Internet
2 4 (1.41%) Firewall
3 3 (1.06%) ATM
3 3 (1.06%) Network Security
3 3 (1.06%) WAN
4 2 (0.70%) Broadband
4 2 (0.70%) DHCP
4 2 (0.70%) DNS
4 2 (0.70%) LAN
4 2 (0.70%) NAS
4 2 (0.70%) SAN
4 2 (0.70%) SMTP
4 2 (0.70%) SNMP
4 2 (0.70%) Software-Defined Networking
4 2 (0.70%) VoIP
5 1 (0.35%) HTTP
5 1 (0.35%) Intrusion Detection
5 1 (0.35%) SSL
5 1 (0.35%) TCP/IP
Database & Business Intelligence
1 36 (12.68%) SQL Server
2 18 (6.34%) Relational Database
3 17 (5.99%) DB2
4 15 (5.28%) Big Data
5 11 (3.87%) Data Warehouse
5 11 (3.87%) MySQL
6 10 (3.52%) Hadoop
6 10 (3.52%) SQL Server Integration Services
7 9 (3.17%) MariaDB
8 8 (2.82%) PostgreSQL
8 8 (2.82%) Power BI
9 7 (2.46%) RDBMS
9 7 (2.46%) SQL Server Reporting Services
10 6 (2.11%) Enterprise Data Warehouse
11 5 (1.76%) Azure SQL Database
11 5 (1.76%) SQL Server Analysis Services
12 4 (1.41%) OLTP
12 4 (1.41%) Oracle Database
12 4 (1.41%) Snowflake Schema
13 3 (1.06%) Impala
Development Applications
1 44 (15.49%) Git (software)
2 15 (5.28%) Jenkins
3 12 (4.23%) NUnit
4 10 (3.52%) JIRA
4 10 (3.52%) JUnit
4 10 (3.52%) Maven
5 9 (3.17%) Cucumber
6 6 (2.11%) Gradle
6 6 (2.11%) TeamCity
7 5 (1.76%) Eclipse
8 4 (1.41%) Ant
8 4 (1.41%) FitNesse
8 4 (1.41%) Hudson
8 4 (1.41%) Oracle Forms
8 4 (1.41%) Selenium
8 4 (1.41%) SonarQube
8 4 (1.41%) WebDriver
9 3 (1.06%) CA Release Automation
9 3 (1.06%) IntelliJ
10 2 (0.70%) Toad
General
1 19 (6.69%) Banking
2 17 (5.99%) Financial Institution
3 14 (4.93%) Retail
4 12 (4.23%) Legal
5 9 (3.17%) Marketing
6 7 (2.46%) Public Sector
6 7 (2.46%) Telecoms
7 4 (1.41%) Manufacturing
8 3 (1.06%) Front Office
8 3 (1.06%) Investment Banking
8 3 (1.06%) Law
9 2 (0.70%) Electronics
9 2 (0.70%) Games
9 2 (0.70%) General Ledger
9 2 (0.70%) Retail Banking
9 2 (0.70%) Spanish Language
10 1 (0.35%) Advertising
10 1 (0.35%) Back Office
10 1 (0.35%) Local Government
Job Titles
1 133 (46.83%) Developer
2 41 (14.44%) Senior Developer
3 32 (11.27%) Analyst
4 25 (8.80%) Front End Developer (Client-Side Developer)
5 23 (8.10%) Consultant
6 22 (7.75%) C# Developer
6 22 (7.75%) Java Developer
7 21 (7.39%) Project Manager
8 16 (5.63%) Web Developer
9 14 (4.93%) Business Analyst
9 14 (4.93%) Senior C# Developer
10 13 (4.58%) Angular Developer
11 12 (4.23%) Senior Front-End Developer
12 10 (3.52%) SQL Developer
13 9 (3.17%) .NET Developer
13 9 (3.17%) Applications Developer
13 9 (3.17%) Architect
14 8 (2.82%) C# .NET Developer
14 8 (2.82%) Technical Leader
14 8 (2.82%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 51 (17.96%) AngularJS
1 51 (17.96%) CSS
2 49 (17.25%) HTML
3 32 (11.27%) React
4 31 (10.92%) REST
5 29 (10.21%) .NET
6 26 (9.15%) Spring
7 20 (7.04%) .NET Core
8 18 (6.34%) HTML5
9 13 (4.58%) ASP.NET Web API
9 13 (4.58%) CSS3
10 12 (4.23%) Angular 2
10 12 (4.23%) Node.js
11 11 (3.87%) JSON
11 11 (3.87%) Twitter Bootstrap
12 10 (3.52%) Kafka
12 10 (3.52%) XML
13 9 (3.17%) jQuery
14 8 (2.82%) ASP.NET
15 7 (2.46%) Django
Miscellaneous
1 41 (14.44%) Analytical Skills
2 26 (9.15%) Greenfield Project
3 9 (3.17%) Self-Motivation
3 9 (3.17%) User Experience
4 7 (2.46%) Cloud Native
5 4 (1.41%) Mobile App
5 4 (1.41%) Private Cloud
6 3 (1.06%) Equity Derivative
6 3 (1.06%) Public Cloud
7 2 (0.70%) Blog
7 2 (0.70%) Data Centre
7 2 (0.70%) Handset
7 2 (0.70%) Internet of Things
7 2 (0.70%) Mainframe
7 2 (0.70%) Market Risk
7 2 (0.70%) Robotics
7 2 (0.70%) SCADA
8 1 (0.35%) BBC
8 1 (0.35%) Blackberry
8 1 (0.35%) EPoS
Operating Systems
1 33 (11.62%) Linux
2 30 (10.56%) Unix
3 18 (6.34%) Android
4 16 (5.63%) Apple iOS
5 8 (2.82%) Windows
6 4 (1.41%) Windows Server 2012
7 3 (1.06%) AIX
7 3 (1.06%) Solaris
7 3 (1.06%) Windows Server 2008
8 2 (0.70%) Red Hat Enterprise Linux
8 2 (0.70%) Windows Server
9 1 (0.35%) CentOS
9 1 (0.35%) Ubuntu
9 1 (0.35%) Windows 10
Processes & Methodologies
1 119 (41.90%) Agile Software Development
2 45 (15.85%) Mentoring
3 36 (12.68%) Microservices
4 35 (12.32%) TDD
5 33 (11.62%) Stakeholder Management
6 32 (11.27%) SDLC
7 30 (10.56%) Project Management
7 30 (10.56%) Test Automation
8 29 (10.21%) Problem-Solving
9 28 (9.86%) Front End Development
10 24 (8.45%) Fintech
11 23 (8.10%) BDD
11 23 (8.10%) Computer Science
11 23 (8.10%) Project Delivery
12 21 (7.39%) Continuous Integration
13 20 (7.04%) Scrum
14 19 (6.69%) Web Development
15 18 (6.34%) Technical Leadership
16 16 (5.63%) Kanban
16 16 (5.63%) OO
Programming Languages
1 80 (28.17%) SQL
2 75 (26.41%) JavaScript
3 73 (25.70%) Java
4 39 (13.73%) C#
5 23 (8.10%) Python
6 18 (6.34%) Scala
7 14 (4.93%) Perl
8 11 (3.87%) Shell Script
9 8 (2.82%) Java 8
9 8 (2.82%) TypeScript
10 6 (2.11%) T-SQL
11 5 (1.76%) PowerShell
12 4 (1.41%) PL/SQL
13 3 (1.06%) Apple Swift
13 3 (1.06%) PHP
13 3 (1.06%) Ruby
14 2 (0.70%) Bash Shell
14 2 (0.70%) Kotlin
14 2 (0.70%) VBScript
15 1 (0.35%) ABAP
Qualifications
1 36 (12.68%) Degree
2 3 (1.06%) Computer Science Degree
2 3 (1.06%) ISTQB
3 2 (0.70%) CCNP
3 2 (0.70%) CCSP
3 2 (0.70%) CCVP
3 2 (0.70%) Cisco Certification
3 2 (0.70%) DBS Check
3 2 (0.70%) ISEB
3 2 (0.70%) MCSE
3 2 (0.70%) Microsoft Certification
3 2 (0.70%) SAP Certification
4 1 (0.35%) ACCA
4 1 (0.35%) CIMA
4 1 (0.35%) ITIL Certification
4 1 (0.35%) PMI Certification
4 1 (0.35%) PMP
4 1 (0.35%) PRINCE2 Certification
4 1 (0.35%) SC Cleared
4 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 11 (3.87%) QA
2 6 (2.11%) PMO
3 4 (1.41%) GDPR
4 3 (1.06%) SLA
5 2 (0.70%) ISO/IEC 27001
System Software
1 14 (4.93%) Docker
2 4 (1.41%) Active Directory
3 2 (0.70%) ISA Server
4 1 (0.35%) Virtual Desktop
4 1 (0.35%) Virtual Machines
Systems Management
1 11 (3.87%) Kubernetes
1 11 (3.87%) Opscode Chef
2 5 (1.76%) Ansible
3 4 (1.41%) HP Fortify
4 2 (0.70%) BMC PATROL
4 2 (0.70%) Terraform
5 1 (0.35%) CASB
5 1 (0.35%) Data Guard
5 1 (0.35%) Enterprise Manager Cloud Control
5 1 (0.35%) Oracle Flashback
5 1 (0.35%) Oracle RMAN
5 1 (0.35%) PingFederate
5 1 (0.35%) Puppet
Vendors
1 32 (11.27%) Oracle
2 18 (6.34%) Adobe
2 18 (6.34%) Microsoft
3 9 (3.17%) IBM
4 8 (2.82%) SAP
4 8 (2.82%) Sybase
5 4 (1.41%) Google
5 4 (1.41%) Snow
6 3 (1.06%) CheckPoint
6 3 (1.06%) Informatica
6 3 (1.06%) Palo Alto
6 3 (1.06%) Pega
7 2 (0.70%) Apple
7 2 (0.70%) Cisco
7 2 (0.70%) Citrix
7 2 (0.70%) Dell
7 2 (0.70%) HP
7 2 (0.70%) Radware
7 2 (0.70%) Symantec
7 2 (0.70%) Veritas