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 3 months to 28 May 2017 with a comparison to the same period over the previous 2 years.

Banking
UK / Scotland
3 months to
28 May 2017
Same period 2016 Same period 2015
Rank 21 13 7
Rank change year-on-year -8 -6  
Permanent jobs citing Banking 237 399 487
As % of all permanent IT jobs advertised in Scotland 9.72% 14.03% 15.97%
As % of the General category 22.19% 29.53% 32.34%
Number of salaries quoted 156 164 267
Median salary £50,000 £51,500 £50,000
Median salary % change year-on-year -2.91% +3.00%  
90% offered a salary of more than £31,500 £33,400 £34,500
10% offered a salary of more than £70,000 £70,000 £62,500
UK excluding London median salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00%  

Banking is in the common skills category. The next 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.

General Skills
Scotland
Permanent job vacancies with a requirement for common skills 1068 1351 1506
As % of all permanent IT job vacancies advertised in Scotland 43.81% 47.52% 49.39%
Number of salaries quoted 712 704 923
Median salary £48,500 £47,000 £47,500
Median salary % change year-on-year +3.19% -1.05%  
90% offered a salary of more than £30,200 £26,500 £33,000
10% offered a salary of more than £70,000 £61,000 £68,000
UK excluding London median salary £45,000 £45,000 £45,000

Banking
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Banking as a proportion of all permanent or contract IT jobs with a match in the General category.

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 3 months to 28 May 2017.

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 3 months to 28 May 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -1 129 £52,500 +5.00% 10
Edinburgh -21 87 £54,000 +4.85% 30
West Lothian -4 8 £36,500 -33.63%
Dundee -1 7 £35,500 +77.50%
Lothian - 4 £43,000 -
Banking
UK

For the 6 months to 28 May 2017, IT jobs citing Banking 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 Scotland region with a requirement for Banking.

1 214 (55.58%) Finance
2 136 (35.32%) Agile Software Development
3 119 (30.91%) SQL
4 106 (27.53%) Stakeholder Management
5 104 (27.01%) Java
6 78 (20.26%) Retail
7 73 (18.96%) Analytical Skills
8 64 (16.62%) Investment Banking
9 57 (14.81%) Relational Database
10 56 (14.55%) C#
11 55 (14.29%) SQL Server
11 55 (14.29%) Retail Banking
12 54 (14.03%) Project Management
13 50 (12.99%) Oracle
14 49 (12.73%) OO
15 48 (12.47%) Degree
16 46 (11.95%) XML
17 39 (10.13%) Scrum
17 39 (10.13%) ITIL
17 39 (10.13%) Unix
18 38 (9.87%) Spring
19 37 (9.61%) People Management
20 36 (9.35%) Waterfall
21 35 (9.09%) Analytics
21 35 (9.09%) SDLC
22 34 (8.83%) C++
23 31 (8.05%) Python
24 30 (7.79%) Linux
24 30 (7.79%) Business Intelligence
25 29 (7.53%) Test Automation

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 24 (6.23%) SAS
2 16 (4.16%) WebSphere
3 9 (2.34%) Tomcat
4 7 (1.82%) MQSeries
5 5 (1.30%) WebSphere Application Server
6 4 (1.04%) IBM HTTP Server
7 3 (0.78%) Confluence
8 2 (0.52%) Apache Spark
8 2 (0.52%) CICS
8 2 (0.52%) Cloud Foundry
8 2 (0.52%) Oracle SOA Suite
8 2 (0.52%) WebSphere Portal
9 1 (0.26%) CMS
9 1 (0.26%) IBM Domino
9 1 (0.26%) IIS
9 1 (0.26%) JBoss
9 1 (0.26%) Oracle Coherence
9 1 (0.26%) SharePoint
9 1 (0.26%) SharePoint 2010
9 1 (0.26%) Sitecore CMS
Applications
1 21 (5.45%) Microsoft Excel
2 5 (1.30%) Microsoft Office
3 3 (0.78%) Microsoft PowerPoint
4 2 (0.52%) Microsoft Project
4 2 (0.52%) MS Visio
Business Applications
1 1 (0.26%) Pega PRPC
Cloud Services
1 7 (1.82%) Amazon AWS
2 6 (1.56%) Cloud Computing
3 5 (1.30%) iPaaS
4 4 (1.04%) MailChimp
5 1 (0.26%) Adobe Analytics
5 1 (0.26%) PaaS
Communications & Networking
1 13 (3.38%) Network Security
2 7 (1.82%) Internet
2 7 (1.82%) LAN
2 7 (1.82%) WAN
3 5 (1.30%) TCP/IP
4 3 (0.78%) Firewall
4 3 (0.78%) IPv4
5 2 (0.52%) BGP
5 2 (0.52%) FTP
5 2 (0.52%) HTTP
5 2 (0.52%) HTTPS
5 2 (0.52%) MPLS
5 2 (0.52%) Multicast
5 2 (0.52%) OSPF
5 2 (0.52%) Spanning Tree
5 2 (0.52%) SSL
6 1 (0.26%) Cisco Nexus
6 1 (0.26%) DHCP
6 1 (0.26%) DNS
6 1 (0.26%) SAN
Database & Business Intelligence
1 57 (14.81%) Relational Database
2 55 (14.29%) SQL Server
3 18 (4.68%) DB2
4 17 (4.42%) NoSQL
5 15 (3.90%) Big Data
6 13 (3.38%) SQL Server 2008
7 12 (3.12%) Base SAS
7 12 (3.12%) SAS Data Integration Studio
7 12 (3.12%) SAS Enterprise Guide
7 12 (3.12%) SAS Visual Analytics
7 12 (3.12%) SQL Server 2012
7 12 (3.12%) SQL Server 2014
8 10 (2.60%) SQL Server Integration Services
9 9 (2.34%) Data Warehouse
9 9 (2.34%) SQL Server Reporting Services
10 8 (2.08%) Oracle Database
11 7 (1.82%) MongoDB
12 6 (1.56%) MS Access
13 5 (1.30%) Data Mining
13 5 (1.30%) QlikView
Development Applications
1 26 (6.75%) Git (software)
2 19 (4.94%) Maven
3 18 (4.68%) Jenkins
4 16 (4.16%) Ant
4 16 (4.16%) Hudson
5 12 (3.12%) Gradle
5 12 (3.12%) JUnit
5 12 (3.12%) ProC
6 11 (2.86%) TeamCity
7 8 (2.08%) Subversion
8 7 (1.82%) JBehave
8 7 (1.82%) JIRA
9 5 (1.30%) Concordion
9 5 (1.30%) Sonatype Nexus
10 4 (1.04%) Bitbucket
11 3 (0.78%) SonarQube
12 2 (0.52%) gulp
12 2 (0.52%) Selenium
13 1 (0.26%) Mockito
13 1 (0.26%) Visual Studio
General
1 214 (55.58%) Finance
2 78 (20.26%) Retail
3 64 (16.62%) Investment Banking
4 55 (14.29%) Retail Banking
5 13 (3.38%) Telecoms
6 9 (2.34%) Electronics
7 8 (2.08%) Legal
8 6 (1.56%) Back Office
9 5 (1.30%) Front Office
9 5 (1.30%) Marketing
10 3 (0.78%) Private Banking
11 2 (0.52%) Spanish Language
12 1 (0.26%) Financial Institution
Job Titles
1 106 (27.53%) Developer
2 68 (17.66%) Analyst
3 48 (12.47%) Java Developer
4 44 (11.43%) Senior Developer
5 35 (9.09%) Consultant
6 28 (7.27%) Business Analyst
7 27 (7.01%) Architect
7 27 (7.01%) Project Manager
8 21 (5.45%) C# Developer
9 20 (5.19%) Python Developer
9 20 (5.19%) Solutions Architect
10 19 (4.94%) Senior Python Developer
11 18 (4.68%) Delivery Manager
11 18 (4.68%) Senior Java Developer
12 16 (4.16%) SQL Developer
12 16 (4.16%) Technical Specialist
13 15 (3.90%) Infrastructure Manager
13 15 (3.90%) IT Manager
14 14 (3.64%) Senior Analyst
15 13 (3.38%) Technical Analyst
Libraries, Frameworks & Software Standards
1 46 (11.95%) XML
2 38 (9.87%) Spring
3 27 (7.01%) SOAP
4 21 (5.45%) JSON
5 18 (4.68%) .NET
6 17 (4.42%) ASP.NET
6 17 (4.42%) ASP.NET MVC
7 16 (4.16%) Web Services
8 13 (3.38%) WebSphere MQ
9 12 (3.12%) jQuery
9 12 (3.12%) WCF
10 11 (2.86%) Protocol Buffers
11 9 (2.34%) Hibernate
11 9 (2.34%) HTML
11 9 (2.34%) J2EE
12 6 (1.56%) CSS
12 6 (1.56%) Middleware
12 6 (1.56%) REST
12 6 (1.56%) RESTful
13 5 (1.30%) XSLT
Miscellaneous
1 73 (18.96%) Analytical Skills
2 24 (6.23%) Computer Science
3 11 (2.86%) Derivative
4 10 (2.60%) OTC Derivatives
5 8 (2.08%) Credit Risk
5 8 (2.08%) Mobile Banking
6 7 (1.82%) SWIFT
7 5 (1.30%) Greenfield Project
7 5 (1.30%) N-Tier
7 5 (1.30%) Online Banking
8 4 (1.04%) Arduino
8 4 (1.04%) Data Centre
8 4 (1.04%) Fintech
8 4 (1.04%) Fixed Income
8 4 (1.04%) Raspberry Pi
8 4 (1.04%) Social Media
8 4 (1.04%) Virtual Team
9 3 (0.78%) Mainframe
9 3 (0.78%) Management Information System
9 3 (0.78%) User Experience
Operating Systems
1 39 (10.13%) Unix
2 30 (7.79%) Linux
3 24 (6.23%) Windows
4 11 (2.86%) Android
4 11 (2.86%) Windows Server 2008
5 8 (2.08%) AIX
5 8 (2.08%) Red Hat Enterprise Linux
5 8 (2.08%) Solaris
6 7 (1.82%) Windows Server
7 6 (1.56%) Windows Server 2012
8 5 (1.30%) Windows 2000
8 5 (1.30%) Windows Server 2003
9 3 (0.78%) VxWorks
10 1 (0.26%) Mac OS
10 1 (0.26%) zOS
Processes & Methodologies
1 136 (35.32%) Agile Software Development
2 106 (27.53%) Stakeholder Management
3 54 (14.03%) Project Management
4 49 (12.73%) OO
5 39 (10.13%) ITIL
5 39 (10.13%) Scrum
6 37 (9.61%) People Management
7 36 (9.35%) Waterfall
8 35 (9.09%) Analytics
8 35 (9.09%) SDLC
9 30 (7.79%) Business Intelligence
10 29 (7.53%) Infrastructure Management
10 29 (7.53%) Test Automation
11 27 (7.01%) TDD
12 26 (6.75%) Mentoring
12 26 (6.75%) Service Management
13 23 (5.97%) Software Engineering
14 22 (5.71%) DevOps
14 22 (5.71%) SOA
15 21 (5.45%) Process Improvement
Programming Languages
1 119 (30.91%) SQL
2 104 (27.01%) Java
3 56 (14.55%) C#
4 34 (8.83%) C++
5 31 (8.05%) Python
6 28 (7.27%) Shell Script
7 27 (7.01%) VB
8 13 (3.38%) Ruby
8 13 (3.38%) T-SQL
9 12 (3.12%) PROC SQL
9 12 (3.12%) SAS Macro
10 9 (2.34%) C
10 9 (2.34%) JavaScript
11 5 (1.30%) PL/SQL
11 5 (1.30%) VB.NET
11 5 (1.30%) VBA
12 2 (0.52%) Assembly Language
12 2 (0.52%) JCL
12 2 (0.52%) PowerShell
12 2 (0.52%) REXX
Qualifications
1 48 (12.47%) Degree
2 9 (2.34%) Computer Science Degree
3 5 (1.30%) ISEB
3 5 (1.30%) Numerate Degree
4 4 (1.04%) ITIL Certification
4 4 (1.04%) Microsoft Certification
5 3 (0.78%) CISSP
6 2 (0.52%) CCDA
6 2 (0.52%) CCDP
6 2 (0.52%) CCNA
6 2 (0.52%) Cisco Certification
6 2 (0.52%) CISM
6 2 (0.52%) ISTQB
6 2 (0.52%) Master's Degree
6 2 (0.52%) MCP
7 1 (0.26%) CISA
7 1 (0.26%) MBA
7 1 (0.26%) PMI Certification
7 1 (0.26%) SANS
7 1 (0.26%) SSCP
Quality Assurance & Compliance
1 18 (4.68%) QA
2 14 (3.64%) SLA
3 13 (3.38%) MiFID
4 8 (2.08%) Dodd-Frank
4 8 (2.08%) EMIR
5 6 (1.56%) PMO
6 4 (1.04%) ISO/IEC 27001
7 3 (0.78%) ISO 9001
8 2 (0.52%) Data Quality
System Software
1 9 (2.34%) Firmware
2 6 (1.56%) Docker
3 3 (0.78%) VMware Infrastructure
4 2 (0.52%) Active Directory
4 2 (0.52%) Job Entry Subsystem
4 2 (0.52%) RACF
4 2 (0.52%) Time Sharing Option
4 2 (0.52%) vSphere
5 1 (0.26%) VMware ESXi
5 1 (0.26%) XenDesktop
Systems Management
1 4 (1.04%) Ansible
2 2 (0.52%) McAfee ePO
2 2 (0.52%) OMEGAMON
3 1 (0.26%) BladeLogic
3 1 (0.26%) CSIRT
3 1 (0.26%) Host Intrusion Detection System
3 1 (0.26%) Network Intrusion Detection System
3 1 (0.26%) Opscode Chef
3 1 (0.26%) Puppet
3 1 (0.26%) SCCM
3 1 (0.26%) Tivoli NetView
Vendors
1 50 (12.99%) Oracle
2 26 (6.75%) Microsoft
3 18 (4.68%) IBM
4 13 (3.38%) Perforce
5 11 (2.86%) Cognos
5 11 (2.86%) MicroStrategy
5 11 (2.86%) Teradata
6 7 (1.82%) Splunk
7 5 (1.30%) Verint
8 4 (1.04%) Tableau
8 4 (1.04%) Twitter
9 3 (0.78%) Cognizant
9 3 (0.78%) Pega
9 3 (0.78%) VMware
10 2 (0.52%) CA
10 2 (0.52%) Cisco
10 2 (0.52%) Informatica
10 2 (0.52%) McAfee
10 2 (0.52%) SAP
10 2 (0.52%) Symantec
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