Period
to 19 October 2017

The table below looks at the prevalence of the term Banking in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Banking over the 6 months to 19 October 2017 with a comparison to the same period over the previous 2 years.

Banking
Scotland > Edinburgh
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 17 10 3
Rank change year-on-year -7 -7 +10
Permanent jobs citing Banking 307 289 685
As % of all permanent IT jobs advertised in Edinburgh 11.41% 12.45% 22.93%
As % of the General category 26.28% 24.47% 43.19%
Number of salaries quoted 109 191 297
Edinburgh median annual salary £54,000 £53,000 £50,000
Median salary % change year-on-year +1.89% +6.00% +4.17%
10th Percentile £29,150 £41,125 £32,500
90th Percentile £90,000 £73,500 £75,000
Scotland median annual salary £50,000 £53,000 £50,000
% change year-on-year -5.66% +6.00% +4.17%

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 Edinburgh with a requirement for common skills.

All General Skills
Edinburgh
Permanent vacancies with a requirement for common skills 1168 1181 1586
As % of all permanent IT jobs advertised in Edinburgh 43.40% 50.88% 53.08%
Number of salaries quoted 628 717 876
Edinburgh median annual salary £45,000 £50,000 £47,000
Median salary % change year-on-year -10.00% +6.38% +10.59%
10th Percentile £26,175 £31,250 £30,000
90th Percentile £72,500 £70,250 £68,500
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +5.88%

Banking
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Banking in Edinburgh

Banking
Salary Trend in Edinburgh

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

Salary trend for Banking in Edinburgh

Banking
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Banking in Edinburgh over the 6 months to 19 October 2017.

Salary histogram for Banking in Edinburgh

For the 6 months to 19 October 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 Edinburgh region with a requirement for Banking.

1 260 (84.69%) Finance
2 186 (60.59%) SQL
3 162 (52.77%) Infrastructure Management
4 140 (45.60%) Stakeholder Management
5 121 (39.41%) Business Intelligence
6 112 (36.48%) Retail
7 102 (33.22%) Analytical Skills
8 97 (31.60%) Retail Banking
9 85 (27.69%) SAS
10 83 (27.04%) Data Management
11 72 (23.45%) Oracle
12 68 (22.15%) Teradata
13 61 (19.87%) People Management
14 60 (19.54%) Mentoring
15 47 (15.31%) Agile Software Development
16 46 (14.98%) Base SAS
16 46 (14.98%) Analytics
17 44 (14.33%) Data Mining
17 44 (14.33%) SAS Enterprise Guide
17 44 (14.33%) SAS Macro
18 43 (14.01%) ProC
18 43 (14.01%) SAS Data Integration Studio
18 43 (14.01%) PROC SQL
18 43 (14.01%) Visual Analytics
18 43 (14.01%) SAS Visual Analytics
19 40 (13.03%) Data Analysis
20 35 (11.40%) MicroStrategy
20 35 (11.40%) Cognos
21 34 (11.07%) Microsoft
21 34 (11.07%) Java

Banking
Co-occurring IT Skills in Edinburgh 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 85 (27.69%) SAS
2 8 (2.61%) Tomcat
3 7 (2.28%) JBoss
4 6 (1.95%) WebSphere
5 5 (1.63%) WebLogic
5 5 (1.63%) WebLogic Portal
6 4 (1.30%) Oracle SOA Suite
7 1 (0.33%) Apache Spark
7 1 (0.33%) CMS
7 1 (0.33%) MS Exchange
7 1 (0.33%) Sitecore CMS
Applications
1 9 (2.93%) Microsoft Excel
2 2 (0.65%) Microsoft Project
3 1 (0.33%) Microsoft PowerPoint
Cloud Services
1 14 (4.56%) Amazon AWS
2 3 (0.98%) npm
3 2 (0.65%) Amazon EC2
3 2 (0.65%) IaaS
4 1 (0.33%) Microsoft Azure
4 1 (0.33%) Office 365
4 1 (0.33%) SuccessFactors
Communications & Networking
1 9 (2.93%) Internet
2 2 (0.65%) Firewall
2 2 (0.65%) Network Security
3 1 (0.33%) ATM
3 1 (0.33%) Cisco ASA
3 1 (0.33%) DMZ
3 1 (0.33%) TCP/IP
Database & Business Intelligence
1 46 (14.98%) Base SAS
2 44 (14.33%) Data Mining
2 44 (14.33%) SAS Enterprise Guide
3 43 (14.01%) SAS Data Integration Studio
3 43 (14.01%) SAS Visual Analytics
4 17 (5.54%) BODI
4 17 (5.54%) Oracle OWB
4 17 (5.54%) SQL Server Integration Services
5 13 (4.23%) SQL Server
6 6 (1.95%) DB2
7 5 (1.63%) SQL Server 2008
7 5 (1.63%) SQL Server 2012
7 5 (1.63%) SQL Server 2014
8 3 (0.98%) Oracle Database
8 3 (0.98%) QlikView
9 2 (0.65%) Hadoop
10 1 (0.33%) Apache Hive
10 1 (0.33%) Big Data
10 1 (0.33%) HBase
10 1 (0.33%) Relational Database
Development Applications
1 43 (14.01%) ProC
2 9 (2.93%) Selenium
3 8 (2.61%) Log4j
4 6 (1.95%) Git (software)
5 5 (1.63%) Cucumber
6 4 (1.30%) JIRA
7 3 (0.98%) Artifactory
7 3 (0.98%) JUnit
7 3 (0.98%) Maven
7 3 (0.98%) TeamCity
7 3 (0.98%) WebDriver
8 1 (0.33%) Android Studio
8 1 (0.33%) Bitbucket
8 1 (0.33%) Gradle
8 1 (0.33%) Protractor
8 1 (0.33%) Visual Studio
General
1 260 (84.69%) Finance
2 112 (36.48%) Retail
3 97 (31.60%) Retail Banking
4 12 (3.91%) Telecoms
5 9 (2.93%) Investment Banking
6 6 (1.95%) Financial Institution
7 3 (0.98%) Back Office
7 3 (0.98%) Spanish Language
8 1 (0.33%) Advertising
8 1 (0.33%) German Language
8 1 (0.33%) International Banking
8 1 (0.33%) Manufacturing
8 1 (0.33%) Marketing
Job Titles
1 109 (35.50%) Analyst
2 89 (28.99%) Consultant
3 59 (19.22%) SQL Analyst
4 54 (17.59%) Business Analyst
5 53 (17.26%) Data Analyst
6 45 (14.66%) Senior Analyst
7 43 (14.01%) SAS Consultant
7 43 (14.01%) Technical Analyst
7 43 (14.01%) Technical Business Analyst
8 30 (9.77%) SQL Data Analyst
9 25 (8.14%) Developer
10 24 (7.82%) Senior Consultant
11 22 (7.17%) Senior Business Analyst
11 22 (7.17%) Senior Technical Analyst
11 22 (7.17%) Senior Technical Business Analyst
12 21 (6.84%) Senior SAS Consultant
13 20 (6.51%) Business Intelligence Consultant
14 18 (5.86%) Business Consultant
14 18 (5.86%) Senior Data Analyst
15 17 (5.54%) Teradata Consultant
Libraries, Frameworks & Software Standards
1 22 (7.17%) Web Services
2 19 (6.19%) HTML
3 16 (5.21%) CSS
4 14 (4.56%) .NET
5 13 (4.23%) XML
6 12 (3.91%) Node.js
7 7 (2.28%) CSS3
7 7 (2.28%) HTML5
7 7 (2.28%) JSP
7 7 (2.28%) RESTful
8 6 (1.95%) ASP.NET
8 6 (1.95%) ASP.NET MVC
8 6 (1.95%) JMS
8 6 (1.95%) jQuery
8 6 (1.95%) WCF
9 5 (1.63%) Spring
10 3 (0.98%) Hibernate
10 3 (0.98%) JDBC
10 3 (0.98%) JPA
10 3 (0.98%) SOAP
Miscellaneous
1 102 (33.22%) Analytical Skills
2 27 (8.79%) Computer Science
3 13 (4.23%) Greenfield Project
4 9 (2.93%) Mobile Banking
5 8 (2.61%) Online Banking
5 8 (2.61%) PMI
6 7 (2.28%) Credit Risk
7 5 (1.63%) Data Centre
8 3 (0.98%) Management Information System
9 2 (0.65%) FMCG
10 1 (0.33%) Cybercrime
10 1 (0.33%) Derivative
10 1 (0.33%) Equities
10 1 (0.33%) Fintech
10 1 (0.33%) Hedge funds
10 1 (0.33%) Mobile App
Operating Systems
1 2 (0.65%) Android
2 1 (0.33%) Apple iOS
2 1 (0.33%) Linux
2 1 (0.33%) Mac OS
2 1 (0.33%) Windows
2 1 (0.33%) Windows Server
2 1 (0.33%) Windows Server 2008
Processes & Methodologies
1 162 (52.77%) Infrastructure Management
2 140 (45.60%) Stakeholder Management
3 121 (39.41%) Business Intelligence
4 83 (27.04%) Data Management
5 61 (19.87%) People Management
6 60 (19.54%) Mentoring
7 47 (15.31%) Agile Software Development
8 46 (14.98%) Analytics
9 43 (14.01%) Visual Analytics
10 40 (13.03%) Data Analysis
11 21 (6.84%) Project Management
11 21 (6.84%) SDLC
12 20 (6.51%) ETL
12 20 (6.51%) TDD
13 19 (6.19%) High Availability
14 18 (5.86%) Service Management
15 17 (5.54%) ITIL
15 17 (5.54%) Software Testing
16 13 (4.23%) Continuous Integration
17 12 (3.91%) Software Engineering
Programming Languages
1 186 (60.59%) SQL
2 44 (14.33%) SAS Macro
3 43 (14.01%) PROC SQL
4 34 (11.07%) Java
5 23 (7.49%) JavaScript
6 14 (4.56%) C#
7 5 (1.63%) T-SQL
7 5 (1.63%) VB
8 4 (1.30%) PL/SQL
9 3 (0.98%) Bash Shell
10 2 (0.65%) C++
10 2 (0.65%) Python
11 1 (0.33%) Apple Swift
11 1 (0.33%) MATLAB
11 1 (0.33%) Objective-C
11 1 (0.33%) Perl
11 1 (0.33%) PowerShell
11 1 (0.33%) R
11 1 (0.33%) Scala
11 1 (0.33%) VB.NET
Qualifications
1 32 (10.42%) Degree
2 18 (5.86%) Computer Science Degree
3 8 (2.61%) ISEB
3 8 (2.61%) PMI Certification
4 6 (1.95%) CISM
4 6 (1.95%) Microsoft Certification
5 5 (1.63%) CISA
5 5 (1.63%) CISSP
5 5 (1.63%) Master's Degree
5 5 (1.63%) MBA
6 1 (0.33%) CCNA
6 1 (0.33%) Cisco Certification
6 1 (0.33%) CRISC
6 1 (0.33%) MCSE
Quality Assurance & Compliance
1 13 (4.23%) SLA
2 6 (1.95%) PMO
3 2 (0.65%) Data Quality
3 2 (0.65%) IFRS
3 2 (0.65%) IFRS 9
3 2 (0.65%) QA
4 1 (0.33%) Basel II
4 1 (0.33%) GDPR
4 1 (0.33%) PSD2
System Software
1 1 (0.33%) Active Directory
1 1 (0.33%) Microsoft App-V
1 1 (0.33%) VMware ESXi
1 1 (0.33%) VMware Infrastructure
Systems Management
1 3 (0.98%) HP Quality Center
2 1 (0.33%) QRadar
Vendors
1 72 (23.45%) Oracle
2 68 (22.15%) Teradata
3 35 (11.40%) Cognos
3 35 (11.40%) MicroStrategy
4 34 (11.07%) Microsoft
5 19 (6.19%) Informatica
6 6 (1.95%) IBM
6 6 (1.95%) Misys
7 5 (1.63%) Cognizant
8 3 (0.98%) SAP
8 3 (0.98%) Tableau
9 2 (0.65%) Cisco
9 2 (0.65%) Citrix
9 2 (0.65%) TSYS
10 1 (0.33%) Ariba
10 1 (0.33%) CheckPoint
10 1 (0.33%) F5
10 1 (0.33%) Splunk
10 1 (0.33%) Unisys
10 1 (0.33%) VMware