The table below looks at the prevalence of the term Banking in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Banking over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Banking
Rank 21 6 17
Rank change year-on-year
-15 +11
Permanent jobs citing Banking 223 603 409
As % of all permanent IT jobs located in Scotland 8.90% 18.10% 11.26%
As % of the General category 19.84% 37.52% 24.09%
Number of salaries quoted 114 225 191
Median salary £55,000 £53,500 £48,000
Median salary % change year-on-year
+2.80% +11.45%
90% offered a salary of more than £41,000 £36,500 £32,500
10% offered a salary of more than £70,000 £73,500 £67,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
Banking
UK

The following table is for comparison with the above and provides statistics for the entire General category in permanent jobs advertised in the Scotland region.

General Category
Scotland
Permanent IT job ads with a match in the
General category
1124 1607 1698
As % of all permanent IT jobs located in Scotland 44.85% 48.23% 46.74%
Number of salaries quoted 632 920 1010
Median salary £47,500 £49,000 £42,500
Median salary % change year-on-year
-3.06% +15.29%
90% offered a salary of more than £31,500 £33,000 £30,400
10% offered a salary of more than £65,000 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £45,000

Banking
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Banking as a proportion of all IT jobs with a match in the General category.

Banking Jobs Demand Trend in Scotland

Banking
Salary Trend in Scotland

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

Banking Salary Trend in Scotland

Banking
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Banking across the Scotland region over the 3 months to 29 September 2016.

Banking Salary Histogram 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 29 September 2016. 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
(Click see detailed
statistics and trends)
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
Edinburgh -15 114 £53,000 -0.93% 25
Glasgow -1 107 £57,500 +15.00% 19
Dundee +13 1 £40,000 -
Highlands +2 1 £21,500 -
Fife - 1 £29,000 -
Banking
UK

Banking
Top 30 Related IT Skills in Scotland

For the 6 months to 29 September 2016, 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.

1 400 (65.90%) Finance
2 222 (36.57%) Agile Software Development
3 165 (27.18%) Java
4 154 (25.37%) Retail
5 131 (21.58%) Project Management
6 116 (19.11%) Oracle
6 116 (19.11%) Investment Banking
7 115 (18.95%) SQL
8 99 (16.31%) Analytical Skills
9 90 (14.83%) SQL Server
10 80 (13.18%) JavaScript
11 77 (12.69%) SDLC
12 76 (12.52%) Retail Banking
13 73 (12.03%) .NET
13 73 (12.03%) Linux
14 68 (11.20%) CSS
15 66 (10.87%) HTML
15 66 (10.87%) Stakeholder Management
16 65 (10.71%) C#
17 64 (10.54%) Degree
18 60 (9.88%) Unix
19 58 (9.56%) Spring
20 57 (9.39%) Git (software)
21 55 (9.06%) Web Development
21 55 (9.06%) Scrum
22 54 (8.90%) Python
23 51 (8.40%) AngularJS
24 50 (8.24%) Microsoft
24 50 (8.24%) TDD
25 48 (7.91%) User Experience

Banking
Top Related 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 37 (6.10%) Tomcat
2 27 (4.45%) SAS
3 23 (3.79%) CMS
4 17 (2.80%) WebSphere
5 10 (1.65%) Documentum
6 9 (1.48%) Apache Spark
6 9 (1.48%) IIS
6 9 (1.48%) SharePoint
6 9 (1.48%) WebSphere Application Server
7 7 (1.15%) CICS
8 6 (0.99%) JBoss
8 6 (0.99%) Mule
9 4 (0.66%) Apache
9 4 (0.66%) GlassFish
9 4 (0.66%) SharePoint 2010
10 3 (0.49%) Apache Pig
10 3 (0.49%) Confluence
10 3 (0.49%) Sitecore CMS
10 3 (0.49%) Umbraco
11 2 (0.33%) IBM Domino
Applications
1 43 (7.08%) MS Excel
2 13 (2.14%) MS Office
3 11 (1.81%) MS PowerPoint
3 11 (1.81%) SPSS
4 3 (0.49%) MS Project
4 3 (0.49%) MS Visio
Business Applications
1 3 (0.49%) SAP Oil and Gas
2 2 (0.33%) Cognos Business Intelligence
2 2 (0.33%) SAP CO
2 2 (0.33%) SAP FI
2 2 (0.33%) SAP FI/CO
2 2 (0.33%) SAP FI-AP
2 2 (0.33%) SAP FI-AR
2 2 (0.33%) SAP PS
2 2 (0.33%) SAP SD
3 1 (0.16%) Dynamics CRM
Cloud Services
1 11 (1.81%) Amazon AWS
2 9 (1.48%) Microsoft Azure
3 5 (0.82%) IaaS
4 3 (0.49%) DigitalOcean
4 3 (0.49%) Google Cloud Platform
5 2 (0.33%) Google Analytics
6 1 (0.16%) AdWords
6 1 (0.16%) PaaS
Communications & Networking
1 8 (1.32%) SAN
2 7 (1.15%) Firewall
2 7 (1.15%) LDAP
3 4 (0.66%) DNS
4 3 (0.49%) DHCP
5 2 (0.33%) Internet
5 2 (0.33%) Network Security
5 2 (0.33%) SSL
5 2 (0.33%) TCP/IP
6 1 (0.16%) ATM
6 1 (0.16%) Cisco ASA
6 1 (0.16%) HTTP
6 1 (0.16%) HTTPS
6 1 (0.16%) Intrusion Detection
6 1 (0.16%) IPsec
6 1 (0.16%) IPv4
6 1 (0.16%) VPN
6 1 (0.16%) WAN
6 1 (0.16%) Wireless
Database & Business Intelligence
1 90 (14.83%) SQL Server
2 35 (5.77%) Relational Database
3 30 (4.94%) Data Warehouse
4 28 (4.61%) NoSQL
5 22 (3.62%) Oracle Database
6 21 (3.46%) Big Data
7 16 (2.64%) RDBMS
8 14 (2.31%) Hadoop
8 14 (2.31%) MongoDB
9 10 (1.65%) DB2
9 10 (1.65%) Oracle Database 11g
9 10 (1.65%) QlikView
10 8 (1.32%) OLAP
10 8 (1.32%) SQL Server Reporting Services
11 7 (1.15%) SQL Server Integration Services
11 7 (1.15%) Star Schema
12 6 (0.99%) Base SAS
12 6 (0.99%) Data Mining
12 6 (0.99%) KDB
12 6 (0.99%) SAS Enterprise Guide
Development Applications
1 57 (9.39%) Git (software)
2 38 (6.26%) Maven
3 27 (4.45%) Subversion
4 24 (3.95%) Jenkins
5 23 (3.79%) Selenium
6 21 (3.46%) Eclipse
7 18 (2.97%) Cucumber
8 15 (2.47%) TeamCity
9 14 (2.31%) IntelliJ
9 14 (2.31%) JIRA
9 14 (2.31%) JUnit
10 11 (1.81%) Ant
11 7 (1.15%) JMeter
12 6 (0.99%) LoadRunner
12 6 (0.99%) Oracle Forms
12 6 (0.99%) Team Foundation Server
13 3 (0.49%) JBehave
13 3 (0.49%) ProC
14 2 (0.33%) Axure RP
15 1 (0.16%) Mockito
General
1 400 (65.90%) Finance
2 154 (25.37%) Retail
3 116 (19.11%) Investment Banking
4 76 (12.52%) Retail Banking
5 36 (5.93%) Telecoms
6 35 (5.77%) Marketing
7 24 (3.95%) Games
8 19 (3.13%) Pharmaceutical
9 13 (2.14%) Financial Institution
10 10 (1.65%) Front Office
10 10 (1.65%) Manufacturing
11 6 (0.99%) German Language
11 6 (0.99%) Italian Language
11 6 (0.99%) Private Banking
12 3 (0.49%) Electronics
13 2 (0.33%) Law
13 2 (0.33%) Legal
13 2 (0.33%) Local Government
14 1 (0.16%) Back Office
14 1 (0.16%) Corporate Banking
Job Titles
1 168 (27.68%) Developer
2 99 (16.31%) Analyst
3 71 (11.70%) Project Manager
4 59 (9.72%) Java Developer
5 55 (9.06%) Architect
6 40 (6.59%) Solutions Architect
7 31 (5.11%) Business Analyst
8 29 (4.78%) Senior Analyst
9 28 (4.61%) IT Manager
10 27 (4.45%) Applications Developer
11 25 (4.12%) IT Project Manager
12 23 (3.79%) Senior Developer
13 21 (3.46%) Consultant
14 18 (2.97%) .NET Developer
14 18 (2.97%) C# Developer
15 17 (2.80%) Infrastructure Manager
15 17 (2.80%) Infrastructure Project Manager
15 17 (2.80%) IT Analyst
16 16 (2.64%) Python Developer
17 15 (2.47%) Data Manager
Libraries, Frameworks & Software Standards
1 73 (12.03%) .NET
2 68 (11.20%) CSS
3 66 (10.87%) HTML
4 58 (9.56%) Spring
5 51 (8.40%) AngularJS
6 36 (5.93%) HTML5
6 36 (5.93%) REST
7 29 (4.78%) Web Services
8 28 (4.61%) ASP.NET
8 28 (4.61%) Hibernate
8 28 (4.61%) jQuery
9 24 (3.95%) Twitter Bootstrap
10 21 (3.46%) WPF
11 20 (3.29%) XML
12 19 (3.13%) JSP
13 18 (2.97%) JSON
14 17 (2.80%) CSS3
15 16 (2.64%) Node.js
16 15 (2.47%) JSTL
16 15 (2.47%) SOAP
Miscellaneous
1 99 (16.31%) Analytical Skills
2 48 (7.91%) User Experience
3 26 (4.28%) Computer Science
4 24 (3.95%) Market Risk
5 23 (3.79%) Enterprise Software
6 21 (3.46%) Management Information System
7 19 (3.13%) Visualisation
8 18 (2.97%) Data Centre
9 16 (2.64%) Client/Server
10 14 (2.31%) Virtual Team
11 13 (2.14%) Credit Risk
11 13 (2.14%) Data Integration
12 12 (1.98%) Fixed Income
13 10 (1.65%) Derivative
14 9 (1.48%) Mobile App
15 8 (1.32%) Mainframe
16 6 (0.99%) Algorithms
16 6 (0.99%) Mathematics
16 6 (0.99%) Physics
16 6 (0.99%) PKI
Operating Systems
1 73 (12.03%) Linux
2 60 (9.88%) Unix
3 37 (6.10%) Windows
4 13 (2.14%) AIX
5 11 (1.81%) Windows Server 2012
6 10 (1.65%) Windows Server
7 9 (1.48%) zOS
8 8 (1.32%) Solaris
9 6 (0.99%) Red Hat Enterprise Linux
10 4 (0.66%) Windows Server 2003
11 3 (0.49%) Windows Server 2008
12 2 (0.33%) Android
12 2 (0.33%) Apple iOS
12 2 (0.33%) MVS
12 2 (0.33%) Windows 7
Processes & Methodologies
1 222 (36.57%) Agile Software Development
2 131 (21.58%) Project Management
3 77 (12.69%) SDLC
4 66 (10.87%) Stakeholder Management
5 55 (9.06%) Scrum
5 55 (9.06%) Web Development
6 50 (8.24%) TDD
7 47 (7.74%) Business Intelligence
8 44 (7.25%) Analytics
8 44 (7.25%) Asset Management
9 42 (6.92%) Continuous Improvement
9 42 (6.92%) Software Engineering
10 41 (6.75%) Mentoring
11 38 (6.26%) Continuous Integration
11 38 (6.26%) Multithreading
12 34 (5.60%) Business Analysis
13 33 (5.44%) OO
14 30 (4.94%) DevOps
14 30 (4.94%) ITIL
15 29 (4.78%) BDD
Programming Languages
1 165 (27.18%) Java
2 115 (18.95%) SQL
3 80 (13.18%) JavaScript
4 65 (10.71%) C#
5 54 (8.90%) Python
6 19 (3.13%) C++
7 18 (2.97%) Perl
8 17 (2.80%) Scala
9 15 (2.47%) Groovy
10 14 (2.31%) PL/SQL
11 13 (2.14%) T-SQL
12 11 (1.81%) Shell Script
13 10 (1.65%) C
14 9 (1.48%) PowerShell
14 9 (1.48%) Ruby
15 6 (0.99%) Fortran
16 5 (0.82%) XAML
17 3 (0.49%) COBOL
17 3 (0.49%) R
18 2 (0.33%) Bourne shell
Qualifications
1 64 (10.54%) Degree
2 8 (1.32%) CISM
2 8 (1.32%) CISSP
2 8 (1.32%) ISEB
3 7 (1.15%) ISTQB
4 6 (0.99%) PhD
5 4 (0.66%) APMP
5 4 (0.66%) CISA
6 3 (0.49%) CCA
6 3 (0.49%) CRISC
7 2 (0.33%) ACCA
7 2 (0.33%) PMI Certification
7 2 (0.33%) PMP
7 2 (0.33%) PRINCE2 Certification
7 2 (0.33%) SANS
8 1 (0.16%) CEH
8 1 (0.16%) ISTQB Foundation Certification
8 1 (0.16%) ITIL Certification
8 1 (0.16%) MCP
8 1 (0.16%) Microsoft Certification
Quality Assurance & Compliance
1 41 (6.75%) QA
2 11 (1.81%) COBIT
3 7 (1.15%) Data Quality
4 5 (0.82%) Basel III
4 5 (0.82%) Dodd-Frank
4 5 (0.82%) EMIR
4 5 (0.82%) MiFID
4 5 (0.82%) UCITS
5 4 (0.66%) ISO/IEC 27001
5 4 (0.66%) SLA
6 2 (0.33%) SEPA
7 1 (0.16%) ISO 9001
7 1 (0.16%) PMBOK
7 1 (0.16%) Sarbanes-Oxley
System Software
1 9 (1.48%) VMware Infrastructure
2 6 (0.99%) Hyper-V
3 5 (0.82%) Active Directory
3 5 (0.82%) Job Entry Subsystem
3 5 (0.82%) RACF
3 5 (0.82%) Time Sharing Option
4 4 (0.66%) Squid
5 3 (0.49%) Apache Flume
5 3 (0.49%) Docker
5 3 (0.49%) VMware ESX
6 1 (0.16%) ISA Server
6 1 (0.16%) Virtual Machines
Systems Management
1 16 (2.64%) Puppet
2 14 (2.31%) Opscode Chef
3 8 (1.32%) Rundeck
4 5 (0.82%) SCCM
4 5 (0.82%) zSecure
5 4 (0.66%) TeamSite
6 3 (0.49%) MOM
6 3 (0.49%) Tivoli
7 1 (0.16%) Ansible
7 1 (0.16%) HP Quality Center
7 1 (0.16%) RSA Archer
Vendors
1 116 (19.11%) Oracle
2 50 (8.24%) Microsoft
3 31 (5.11%) IBM
3 31 (5.11%) Sybase
4 12 (1.98%) Tableau
4 12 (1.98%) VMware
5 11 (1.81%) HP
6 10 (1.65%) Cognizant
6 10 (1.65%) FatWire
7 9 (1.48%) Informatica
7 9 (1.48%) SAP
8 8 (1.32%) Dell
8 8 (1.32%) TIBCO
9 7 (1.15%) Cognos
9 7 (1.15%) Sun
10 6 (0.99%) CA
10 6 (0.99%) Cisco
10 6 (0.99%) Google
11 5 (0.82%) EMC
11 5 (0.82%) MicroStrategy
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