Period
to 22 February 2018

The table below looks at the prevalence of the term Banking in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Banking over the 6 months to 22 February 2018 with a comparison to the same period over the previous 2 years.

Banking
UK > Scotland
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 27 30 8
Rank change year-on-year +3 -22 +4
Permanent jobs citing Banking 426 320 950
As % of all permanent IT jobs advertised in Scotland 7.53% 6.89% 15.57%
As % of the General category 19.77% 16.70% 32.91%
Number of salaries quoted 234 204 440
Scotland median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% +5.26%
10th Percentile £34,400 £37,150 £32,000
90th Percentile £81,250 £75,000 £70,500
UK median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% +4.35%

Banking 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 Scotland with a requirement for common skills.

All General Skills
Scotland
Permanent vacancies with a requirement for common skills 2,155 1,916 2,887
As % of all permanent IT jobs advertised in Scotland 38.09% 41.23% 47.30%
Number of salaries quoted 1,435 1,209 1,629
Scotland median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £30,000 £29,000 £29,250
90th Percentile £71,250 £70,000 £68,750
UK median annual salary £51,000 £50,000 £50,000
% change year-on-year +2.00% - -

Banking
Job Vacancy Trend in Scotland

Job postings citing Banking as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Banking in Scotland

Banking
Salary Trend in Scotland

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

Salary trend for Banking in Scotland

Banking
Salary Histogram in Scotland

The salary distribution of IT jobs citing Banking in Scotland over the 6 months to 22 February 2018.

Salary histogram for Banking in Scotland

Banking
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Banking within the Scotland region over the 6 months to 22 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +6 247 £55,000 -1.35% 43
Glasgow -6 168 £55,000 -0.45% 21
West Lothian -5 2 - -
Stirling -6 1 £40,000 -41.82%
Banking
UK

For the 6 months to 22 February 2018, IT jobs citing Banking 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 Scotland region with a requirement for Banking.

1 273 (64.08%) Finance
2 165 (38.73%) Agile Software Development
3 126 (29.58%) SQL
4 100 (23.47%) Stakeholder Management
5 85 (19.95%) SDLC
6 84 (19.72%) Retail Banking
7 76 (17.84%) Java
8 75 (17.61%) Infrastructure Management
9 73 (17.14%) Investment Banking
10 71 (16.67%) Analytical Skills
11 59 (13.85%) Degree
12 58 (13.62%) Business Intelligence
13 54 (12.68%) Amazon AWS
14 49 (11.50%) TDD
14 49 (11.50%) JavaScript
15 48 (11.27%) Project Management
16 44 (10.33%) Oracle
17 43 (10.09%) Scrum
18 42 (9.86%) Change Management
18 42 (9.86%) Microsoft Azure
19 41 (9.62%) Continuous Integration
19 41 (9.62%) SAS
19 41 (9.62%) Mentoring
20 40 (9.39%) HTML
20 40 (9.39%) Retail
21 38 (8.92%) Business Analysis
22 37 (8.69%) Project Planning
22 37 (8.69%) Data Analysis
23 36 (8.45%) CSS
24 34 (7.98%) Analytics

Banking
Co-occurring IT Skills in Scotland 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 41 (9.62%) SAS
2 8 (1.88%) Confluence
3 7 (1.64%) Tomcat
4 6 (1.41%) WebSphere
5 5 (1.17%) Apache Spark
5 5 (1.17%) IIS
5 5 (1.17%) JBoss
6 4 (0.94%) Oracle Coherence
6 4 (0.94%) Oracle SOA Suite
7 3 (0.70%) WebSphere Application Server
8 2 (0.47%) WebSphere Portal
9 1 (0.23%) Adobe Experience Manager
9 1 (0.23%) Apache
9 1 (0.23%) IBM Domino
9 1 (0.23%) IBM Notes
9 1 (0.23%) MQSeries
9 1 (0.23%) MS Exchange
9 1 (0.23%) SharePoint
9 1 (0.23%) WebLogic
9 1 (0.23%) WebLogic Portal
Applications
1 27 (6.34%) Microsoft Project
2 26 (6.10%) Microsoft Excel
3 14 (3.29%) Microsoft Office
4 13 (3.05%) MS Visio
5 12 (2.82%) Microsoft PowerPoint
Business Applications
1 4 (0.94%) Finacle
1 4 (0.94%) Summit
2 1 (0.23%) Primavera
2 1 (0.23%) Remedy ITSM
2 1 (0.23%) SAP CO
2 1 (0.23%) SAP FI
2 1 (0.23%) SAP FI/CO
Cloud Services
1 54 (12.68%) Amazon AWS
2 42 (9.86%) Microsoft Azure
3 13 (3.05%) Google Cloud Platform
4 11 (2.58%) npm
5 6 (1.41%) Cloud Computing
6 5 (1.17%) Amazon SQS
6 5 (1.17%) IBM Blueworks
7 4 (0.94%) IaaS
8 3 (0.70%) Amazon EC2
8 3 (0.70%) PaaS
9 2 (0.47%) Office 365
9 2 (0.47%) SaaS
10 1 (0.23%) OpenShift
Communications & Networking
1 7 (1.64%) Firewall
1 7 (1.64%) HTTP
1 7 (1.64%) Network Security
2 3 (0.70%) Internet
2 3 (0.70%) TCP/IP
3 2 (0.47%) HTTPS
3 2 (0.47%) SSL
4 1 (0.23%) DHCP
4 1 (0.23%) DNS
4 1 (0.23%) Intrusion Detection
Database & Business Intelligence
1 25 (5.87%) SQL Server
2 18 (4.23%) Base SAS
2 18 (4.23%) Big Data
2 18 (4.23%) Data Mining
3 16 (3.76%) NoSQL
4 13 (3.05%) SAS Enterprise Guide
5 11 (2.58%) Hadoop
6 10 (2.35%) Oracle Database
6 10 (2.35%) SAS Data Integration Studio
6 10 (2.35%) SAS Visual Analytics
7 9 (2.11%) SQL Server Integration Services
8 7 (1.64%) BODI
8 7 (1.64%) MongoDB
8 7 (1.64%) Oracle OWB
9 6 (1.41%) Apache Cassandra
9 6 (1.41%) Data Warehouse
9 6 (1.41%) QlikView
9 6 (1.41%) Relational Database
10 5 (1.17%) CouchDB
10 5 (1.17%) Power BI
Development Applications
1 26 (6.10%) Git (software)
2 19 (4.46%) JIRA
3 14 (3.29%) Maven
4 12 (2.82%) Jenkins
5 11 (2.58%) Bitbucket
6 9 (2.11%) JUnit
7 8 (1.88%) Bower
7 8 (1.88%) Grunt
7 8 (1.88%) gulp
7 8 (1.88%) ProC
7 8 (1.88%) Selenium
8 7 (1.64%) Subversion
8 7 (1.64%) TeamCity
9 6 (1.41%) Cucumber
9 6 (1.41%) Gradle
10 5 (1.17%) MSTest
10 5 (1.17%) NUnit
11 4 (0.94%) Log4j
12 3 (0.70%) Eclipse
12 3 (0.70%) HP UFT
General
1 273 (64.08%) Finance
2 84 (19.72%) Retail Banking
3 73 (17.14%) Investment Banking
4 40 (9.39%) Retail
5 9 (2.11%) Financial Institution
6 6 (1.41%) Advertising
6 6 (1.41%) Back Office
6 6 (1.41%) Marketing
7 5 (1.17%) Legal
7 5 (1.17%) Telecoms
8 4 (0.94%) Corporate Banking
9 3 (0.70%) International Banking
9 3 (0.70%) Law
9 3 (0.70%) Private Banking
10 2 (0.47%) Publishing
11 1 (0.23%) Electronics
11 1 (0.23%) Front Office
11 1 (0.23%) Games
11 1 (0.23%) Manufacturing
11 1 (0.23%) Military
Job Titles
1 119 (27.93%) Analyst
2 71 (16.67%) Developer
3 49 (11.50%) Business Analyst
3 49 (11.50%) Project Manager
4 43 (10.09%) Senior Analyst
5 31 (7.28%) Data Analyst
6 27 (6.34%) Consultant
7 26 (6.10%) Senior Developer
8 23 (5.40%) Java Developer
9 22 (5.16%) Senior Manager
10 21 (4.93%) Software Project Manager
10 21 (4.93%) SQL Analyst
11 20 (4.69%) Senior Business Analyst
12 18 (4.23%) Designer
12 18 (4.23%) Senior Project Manager
12 18 (4.23%) Technical Analyst
13 17 (3.99%) Architect
13 17 (3.99%) Lead Developer
13 17 (3.99%) Technical Business Analyst
14 15 (3.52%) Technical Manager
Libraries, Frameworks & Software Standards
1 40 (9.39%) HTML
2 36 (8.45%) CSS
3 29 (6.81%) Spring
4 28 (6.57%) AngularJS
5 27 (6.34%) Web Services
6 22 (5.16%) Node.js
7 21 (4.93%) XML
8 20 (4.69%) React
9 19 (4.46%) .NET
9 19 (4.46%) REST
10 17 (3.99%) HTML5
11 15 (3.52%) SOAP
12 14 (3.29%) CSS3
13 13 (3.05%) Middleware
14 11 (2.58%) Apache Flex
14 11 (2.58%) ASP.NET
14 11 (2.58%) Hibernate
14 11 (2.58%) Spring MVC
15 10 (2.35%) RESTful
16 9 (2.11%) Django
Miscellaneous
1 71 (16.67%) Analytical Skills
2 29 (6.81%) Computer Science
3 27 (6.34%) User Experience
4 19 (4.46%) Greenfield Project
5 13 (3.05%) Management Information System
6 10 (2.35%) Credit Risk
7 7 (1.64%) Fintech
8 6 (1.41%) Algorithms
8 6 (1.41%) Analytical Mindset
9 5 (1.17%) Derivative
9 5 (1.17%) Enterprise Software
10 4 (0.94%) Cyberthreat
10 4 (0.94%) Equities
10 4 (0.94%) Online Banking
10 4 (0.94%) PMI
11 3 (0.70%) Fixed Income
11 3 (0.70%) Foreign Exchange (FX)
11 3 (0.70%) Mainframe
11 3 (0.70%) Mobile App
11 3 (0.70%) Virtual Team
Operating Systems
1 29 (6.81%) Linux
2 28 (6.57%) Unix
3 20 (4.69%) Windows
4 9 (2.11%) AIX
4 9 (2.11%) Solaris
5 8 (1.88%) Red Hat Enterprise Linux
5 8 (1.88%) Windows Server
6 5 (1.17%) Windows Server 2012
7 3 (0.70%) Android
8 2 (0.47%) Apple iOS
8 2 (0.47%) Mac OS
8 2 (0.47%) Windows Server 2008
9 1 (0.23%) FreeRTOS
9 1 (0.23%) VxWorks
9 1 (0.23%) Windows 7
9 1 (0.23%) Windows 8
9 1 (0.23%) zOS
Processes & Methodologies
1 165 (38.73%) Agile Software Development
2 100 (23.47%) Stakeholder Management
3 85 (19.95%) SDLC
4 75 (17.61%) Infrastructure Management
5 58 (13.62%) Business Intelligence
6 49 (11.50%) TDD
7 48 (11.27%) Project Management
8 43 (10.09%) Scrum
9 42 (9.86%) Change Management
10 41 (9.62%) Continuous Integration
10 41 (9.62%) Mentoring
11 38 (8.92%) Business Analysis
12 37 (8.69%) Data Analysis
12 37 (8.69%) Project Planning
13 34 (7.98%) Analytics
14 33 (7.75%) Data Management
14 33 (7.75%) Software Delivery
14 33 (7.75%) Software Engineering
15 30 (7.04%) PRINCE2
16 29 (6.81%) Waterfall
Programming Languages
1 126 (29.58%) SQL
2 76 (17.84%) Java
3 49 (11.50%) JavaScript
4 30 (7.04%) Python
5 18 (4.23%) C#
6 11 (2.58%) C++
6 11 (2.58%) PL/SQL
7 10 (2.35%) Shell Script
8 8 (1.88%) PROC SQL
8 8 (1.88%) SAS Macro
9 7 (1.64%) Scala
10 6 (1.41%) Bash Shell
10 6 (1.41%) Ruby
10 6 (1.41%) T-SQL
11 5 (1.17%) C
12 4 (0.94%) Perl
13 3 (0.70%) PowerShell
14 2 (0.47%) R
15 1 (0.23%) Groovy
15 1 (0.23%) TypeScript
Qualifications
1 59 (13.85%) Degree
2 27 (6.34%) PMP
3 8 (1.88%) CISM
3 8 (1.88%) PMI Certification
4 7 (1.64%) CISSP
4 7 (1.64%) Security Cleared
5 5 (1.17%) CCSA
5 5 (1.17%) CCSE
5 5 (1.17%) Computer Science Degree
6 4 (0.94%) ISEB
7 3 (0.70%) Check Point Certification
8 2 (0.47%) CASP
8 2 (0.47%) CBAP
8 2 (0.47%) CEH
8 2 (0.47%) CompTIA Security+
8 2 (0.47%) CRISC
8 2 (0.47%) Master's Degree
8 2 (0.47%) SAS Certification
8 2 (0.47%) SC Cleared
8 2 (0.47%) Six Sigma Green Belt
Quality Assurance & Compliance
1 18 (4.23%) QA
2 10 (2.35%) PMO
3 9 (2.11%) Data Quality
4 8 (1.88%) SLA
5 5 (1.17%) ISO/IEC 27001
6 4 (0.94%) GDPR
7 3 (0.70%) COBIT
7 3 (0.70%) PSD2
8 2 (0.47%) Dodd-Frank
8 2 (0.47%) EMIR
8 2 (0.47%) ISO 9001
8 2 (0.47%) MiFID
8 2 (0.47%) P3O
9 1 (0.23%) IFRS
9 1 (0.23%) IFRS 9
9 1 (0.23%) PCI DSS
System Software
1 2 (0.47%) Apache Flume
1 2 (0.47%) Firmware
1 2 (0.47%) VMware Infrastructure
2 1 (0.23%) Active Directory
2 1 (0.23%) Docker
2 1 (0.23%) VMware ESXi
2 1 (0.23%) XenDesktop
Systems Management
1 6 (1.41%) Ansible
1 6 (1.41%) HP Quality Center
2 4 (0.94%) Puppet
3 2 (0.47%) ServiceCenter
3 2 (0.47%) Single Sign-On
4 1 (0.23%) Computer Emergency Response Teams
4 1 (0.23%) Computer Incident Response Team
4 1 (0.23%) CSIRT
4 1 (0.23%) MaaS360
4 1 (0.23%) Rancher
4 1 (0.23%) SCCM
4 1 (0.23%) SCOM
4 1 (0.23%) Trend Micro Deep Security
Vendors
1 44 (10.33%) Oracle
2 30 (7.04%) Teradata
3 24 (5.63%) Microsoft
4 15 (3.52%) IBM
5 13 (3.05%) Google
6 9 (2.11%) Informatica
7 8 (1.88%) Cognos
8 7 (1.64%) Avaloq
8 7 (1.64%) MicroStrategy
8 7 (1.64%) Tableau
9 6 (1.41%) HP
9 6 (1.41%) Misys
9 6 (1.41%) Red Hat
10 5 (1.17%) CheckPoint
10 5 (1.17%) Cisco
11 4 (0.94%) Cognizant
11 4 (0.94%) FIS
11 4 (0.94%) Fiserv
11 4 (0.94%) Splunk
12 3 (0.70%) AppDynamics