Period
to 19 August 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 August 2017 with a comparison to the same period over the previous 2 years.

Banking
Scotland > Edinburgh
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 21 5 3
Rank change year-on-year -16 -2 +11
Permanent jobs citing Banking 261 396 638
As % of all permanent IT jobs advertised in Edinburgh 10.30% 15.84% 22.38%
As % of the General category 23.75% 30.14% 42.08%
Number of salaries quoted 110 244 300
Edinburgh median annual salary £55,000 £52,750 £50,000
Median salary % change year-on-year +4.27% +5.50% +4.17%
10th Percentile £31,100 £36,438 £32,500
90th Percentile £90,000 £72,425 £71,325
Scotland median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 Edinburgh with a requirement for common skills.

General Skills
Edinburgh
Permanent job vacancies with a requirement for common skills 1099 1314 1516
As % of all permanent IT job vacancies advertised in Edinburgh 43.37% 52.56% 53.17%
Number of salaries quoted 619 788 874
Edinburgh median annual salary £47,000 £50,000 £45,000
Median salary % change year-on-year -6.00% +11.11% +5.88%
10th Percentile £27,000 £28,200 £29,575
90th Percentile £72,750 £71,250 £66,250
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +3.45%

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 August 2017.

Salary histogram for Banking in Edinburgh

For the 6 months to 19 August 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.

1 225 (86.21%) Finance
2 140 (53.64%) SQL
3 123 (47.13%) Infrastructure Management
4 114 (43.68%) Stakeholder Management
5 96 (36.78%) Analytical Skills
6 95 (36.40%) Business Intelligence
6 95 (36.40%) Retail
7 83 (31.80%) Retail Banking
8 65 (24.90%) SAS
9 60 (22.99%) Data Management
10 55 (21.07%) Oracle
11 52 (19.92%) Teradata
11 52 (19.92%) People Management
12 48 (18.39%) Mentoring
13 46 (17.62%) Analytics
14 38 (14.56%) Agile Software Development
14 38 (14.56%) Base SAS
15 37 (14.18%) SAS Macro
16 36 (13.79%) ProC
16 36 (13.79%) SAS Enterprise Guide
16 36 (13.79%) SAS Data Integration Studio
16 36 (13.79%) PROC SQL
16 36 (13.79%) Visual Analytics
16 36 (13.79%) SAS Visual Analytics
17 33 (12.64%) Degree
18 32 (12.26%) Data Analysis
19 30 (11.49%) Data Mining
20 28 (10.73%) Microsoft
20 28 (10.73%) Cognos
20 28 (10.73%) MicroStrategy

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 65 (24.90%) SAS
2 5 (1.92%) JBoss
2 5 (1.92%) Tomcat
2 5 (1.92%) WebLogic
2 5 (1.92%) WebLogic Portal
2 5 (1.92%) WebSphere
3 1 (0.38%) Apache Spark
3 1 (0.38%) CMS
3 1 (0.38%) MS Exchange
3 1 (0.38%) Oracle SOA Suite
3 1 (0.38%) Sitecore CMS
Applications
1 2 (0.77%) Microsoft Excel
1 2 (0.77%) Microsoft Project
1 2 (0.77%) MS Visio
2 1 (0.38%) Microsoft Office
Cloud Services
1 13 (4.98%) Amazon AWS
2 4 (1.53%) MailChimp
3 2 (0.77%) Cloud Computing
3 2 (0.77%) iPaaS
4 1 (0.38%) Office 365
4 1 (0.38%) SuccessFactors
Communications & Networking
1 9 (3.45%) Internet
2 5 (1.92%) Network Security
3 4 (1.53%) Firewall
4 2 (0.77%) BGP
4 2 (0.77%) IPv4
4 2 (0.77%) LAN
4 2 (0.77%) MPLS
4 2 (0.77%) Multicast
4 2 (0.77%) OSPF
4 2 (0.77%) Spanning Tree
4 2 (0.77%) WAN
5 1 (0.38%) ATM
5 1 (0.38%) Cisco ASA
5 1 (0.38%) Cisco Nexus
5 1 (0.38%) DMZ
5 1 (0.38%) TCP/IP
Database & Business Intelligence
1 38 (14.56%) Base SAS
2 36 (13.79%) SAS Data Integration Studio
2 36 (13.79%) SAS Enterprise Guide
2 36 (13.79%) SAS Visual Analytics
3 30 (11.49%) Data Mining
4 11 (4.21%) SQL Server
5 9 (3.45%) BODI
5 9 (3.45%) Oracle OWB
5 9 (3.45%) SQL Server Integration Services
6 5 (1.92%) DB2
7 4 (1.53%) Big Data
7 4 (1.53%) SQL Server 2008
7 4 (1.53%) SQL Server 2012
7 4 (1.53%) SQL Server 2014
8 3 (1.15%) QlikView
9 1 (0.38%) Apache Hive
9 1 (0.38%) Hadoop
9 1 (0.38%) HBase
9 1 (0.38%) RDBMS
9 1 (0.38%) Relational Database
Development Applications
1 36 (13.79%) ProC
2 5 (1.92%) Log4j
3 2 (0.77%) Selenium
4 1 (0.38%) Visual Studio
General
1 225 (86.21%) Finance
2 95 (36.40%) Retail
3 83 (31.80%) Retail Banking
4 13 (4.98%) Telecoms
5 10 (3.83%) Investment Banking
6 5 (1.92%) Financial Institution
6 5 (1.92%) Marketing
7 4 (1.53%) Back Office
8 3 (1.15%) Spanish Language
9 1 (0.38%) German Language
9 1 (0.38%) International Banking
9 1 (0.38%) Legal
Job Titles
1 84 (32.18%) Analyst
2 72 (27.59%) Consultant
3 48 (18.39%) Business Analyst
4 40 (15.33%) SQL Analyst
5 39 (14.94%) Technical Analyst
5 39 (14.94%) Technical Business Analyst
6 36 (13.79%) Data Analyst
6 36 (13.79%) SAS Consultant
7 34 (13.03%) Senior Analyst
8 22 (8.43%) Business Intelligence Consultant
9 21 (8.05%) Developer
10 20 (7.66%) Architect
10 20 (7.66%) Senior Business Analyst
10 20 (7.66%) SQL Data Analyst
11 19 (7.28%) Business Consultant
11 19 (7.28%) Senior Consultant
11 19 (7.28%) Senior SAS Consultant
11 19 (7.28%) Senior Technical Analyst
11 19 (7.28%) Senior Technical Business Analyst
12 16 (6.13%) Project Manager
Libraries, Frameworks & Software Standards
1 21 (8.05%) Web Services
2 11 (4.21%) .NET
3 10 (3.83%) XML
4 7 (2.68%) CSS
5 6 (2.30%) HTML
6 5 (1.92%) JMS
6 5 (1.92%) JSP
7 4 (1.53%) ASP.NET
7 4 (1.53%) ASP.NET MVC
7 4 (1.53%) jQuery
7 4 (1.53%) WCF
8 3 (1.15%) SOAP
9 2 (0.77%) RESTful
10 1 (0.38%) Backbone.js
10 1 (0.38%) CSS3
10 1 (0.38%) Ember.js
10 1 (0.38%) HTML5
10 1 (0.38%) Node.js
10 1 (0.38%) OAuth2
10 1 (0.38%) SailPoint
Miscellaneous
1 96 (36.78%) Analytical Skills
2 25 (9.58%) Computer Science
3 13 (4.98%) Mobile Banking
4 11 (4.21%) Greenfield Project
5 9 (3.45%) Online Banking
6 7 (2.68%) Credit Risk
6 7 (2.68%) Data Centre
7 4 (1.53%) PMI
7 4 (1.53%) Social Media
8 2 (0.77%) Management Information System
8 2 (0.77%) Virtual Team
9 1 (0.38%) Cybercrime
9 1 (0.38%) Derivative
9 1 (0.38%) EMV
9 1 (0.38%) Fintech
9 1 (0.38%) Hedge funds
9 1 (0.38%) Mainframe
9 1 (0.38%) Mobile App
9 1 (0.38%) Reference Data
9 1 (0.38%) User Experience
Operating Systems
1 1 (0.38%) Android
1 1 (0.38%) Apple iOS
1 1 (0.38%) Windows
1 1 (0.38%) Windows Server
1 1 (0.38%) Windows Server 2008
Processes & Methodologies
1 123 (47.13%) Infrastructure Management
2 114 (43.68%) Stakeholder Management
3 95 (36.40%) Business Intelligence
4 60 (22.99%) Data Management
5 52 (19.92%) People Management
6 48 (18.39%) Mentoring
7 46 (17.62%) Analytics
8 38 (14.56%) Agile Software Development
9 36 (13.79%) Visual Analytics
10 32 (12.26%) Data Analysis
11 24 (9.20%) Project Management
12 21 (8.05%) ITIL
13 19 (7.28%) High Availability
14 18 (6.90%) Service Management
15 17 (6.51%) TOGAF
16 13 (4.98%) E-Commerce
17 12 (4.60%) SOA
18 11 (4.21%) SDLC
19 10 (3.83%) ETL
19 10 (3.83%) Service Delivery
Programming Languages
1 140 (53.64%) SQL
2 37 (14.18%) SAS Macro
3 36 (13.79%) PROC SQL
4 21 (8.05%) Java
5 11 (4.21%) C#
6 9 (3.45%) JavaScript
7 5 (1.92%) VB
8 4 (1.53%) T-SQL
9 1 (0.38%) Apple Swift
9 1 (0.38%) C++
9 1 (0.38%) Objective-C
9 1 (0.38%) Perl
9 1 (0.38%) PowerShell
9 1 (0.38%) Python
9 1 (0.38%) Scala
Qualifications
1 33 (12.64%) Degree
2 18 (6.90%) Computer Science Degree
3 8 (3.07%) ISEB
4 6 (2.30%) Microsoft Certification
5 5 (1.92%) CISSP
6 4 (1.53%) CISA
6 4 (1.53%) CISM
6 4 (1.53%) Master's Degree
6 4 (1.53%) MBA
6 4 (1.53%) PMI Certification
7 3 (1.15%) CCNA
7 3 (1.15%) Cisco Certification
8 2 (0.77%) CCDA
8 2 (0.77%) CCDP
9 1 (0.38%) MCSE
9 1 (0.38%) SANS
9 1 (0.38%) SSCP
Quality Assurance & Compliance
1 13 (4.98%) SLA
2 5 (1.92%) PMO
3 3 (1.15%) QA
4 2 (0.77%) IFRS
4 2 (0.77%) IFRS 9
5 1 (0.38%) Basel II
5 1 (0.38%) Dodd-Frank
5 1 (0.38%) EMIR
5 1 (0.38%) GDPR
5 1 (0.38%) ISO/IEC 27001
5 1 (0.38%) MiFID
System Software
1 1 (0.38%) Active Directory
1 1 (0.38%) Microsoft App-V
1 1 (0.38%) VMware ESXi
1 1 (0.38%) VMware Infrastructure
Systems Management
1 1 (0.38%) QRadar
Vendors
1 55 (21.07%) Oracle
2 52 (19.92%) Teradata
3 28 (10.73%) Cognos
3 28 (10.73%) Microsoft
3 28 (10.73%) MicroStrategy
4 12 (4.60%) Informatica
5 5 (1.92%) Cognizant
5 5 (1.92%) IBM
5 5 (1.92%) Misys
6 4 (1.53%) Cisco
6 4 (1.53%) SAP
6 4 (1.53%) Twitter
7 3 (1.15%) F5
7 3 (1.15%) Tableau
8 2 (0.77%) Citrix
9 1 (0.38%) Ariba
9 1 (0.38%) CheckPoint
9 1 (0.38%) Symantec
9 1 (0.38%) Unisys
9 1 (0.38%) VMware