Period
to 20 February 2018

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 20 February 2018 with a comparison to the same period over the previous 2 years.

Banking
Scotland > Edinburgh
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 20 25 3
Rank change year-on-year +5 -22 +2
Permanent jobs citing Banking 252 164 669
As % of all permanent IT jobs advertised in Edinburgh 9.27% 7.52% 24.19%
As % of the General category 24.44% 16.25% 42.77%
Number of salaries quoted 123 119 338
Edinburgh median annual salary £55,000 £55,500 £50,000
Median salary % change year-on-year -0.90% +11.00% +4.17%
10th Percentile £37,500 £39,500 £33,750
90th Percentile £85,000 £78,750 £71,625
Scotland median annual salary £55,000 £54,500 £50,000
% change year-on-year +0.92% +9.00% +5.26%

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 1,031 1,009 1,564
As % of all permanent IT jobs advertised in Edinburgh 37.92% 46.26% 56.54%
Number of salaries quoted 621 672 896
Edinburgh median annual salary £48,500 £47,500 £47,500
Median salary % change year-on-year +2.11% - +5.56%
10th Percentile £29,750 £31,875 £30,000
90th Percentile £72,500 £73,750 £70,000
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 20 February 2018.

Salary histogram for Banking in Edinburgh

For the 6 months to 20 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 Edinburgh region with a requirement for Banking.

1 173 (68.65%) Finance
2 92 (36.51%) SQL
3 80 (31.75%) Infrastructure Management
4 76 (30.16%) Agile Software Development
5 72 (28.57%) Retail Banking
6 68 (26.98%) Stakeholder Management
7 53 (21.03%) Business Intelligence
8 51 (20.24%) Analytical Skills
8 51 (20.24%) SDLC
9 43 (17.06%) Amazon AWS
10 41 (16.27%) SAS
11 39 (15.48%) Java
11 39 (15.48%) Mentoring
12 37 (14.68%) JavaScript
13 36 (14.29%) Retail
14 35 (13.89%) Oracle
15 34 (13.49%) Change Management
16 32 (12.70%) Project Planning
17 31 (12.30%) Teradata
17 31 (12.30%) HTML
17 31 (12.30%) Microsoft Azure
18 30 (11.90%) Project Management
19 29 (11.51%) Data Management
19 29 (11.51%) Continuous Integration
20 28 (11.11%) Data Analysis
20 28 (11.11%) PRINCE2
21 27 (10.71%) CSS
21 27 (10.71%) Software Delivery
22 26 (10.32%) Degree
22 26 (10.32%) Business Analysis

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 41 (16.27%) SAS
2 6 (2.38%) Tomcat
3 5 (1.98%) JBoss
4 4 (1.59%) Apache Spark
5 3 (1.19%) Oracle SOA Suite
6 2 (0.79%) WebSphere
7 1 (0.40%) Adobe Experience Manager
7 1 (0.40%) Apache
7 1 (0.40%) IIS
7 1 (0.40%) WebLogic
7 1 (0.40%) WebLogic Portal
Applications
1 21 (8.33%) Microsoft Project
2 14 (5.56%) Microsoft Excel
3 6 (2.38%) Microsoft PowerPoint
4 5 (1.98%) Microsoft Office
5 1 (0.40%) MS Visio
Business Applications
1 4 (1.59%) Finacle
1 4 (1.59%) Summit
2 1 (0.40%) SAP CO
2 1 (0.40%) SAP FI
2 1 (0.40%) SAP FI/CO
Cloud Services
1 43 (17.06%) Amazon AWS
2 31 (12.30%) Microsoft Azure
3 11 (4.37%) npm
4 8 (3.17%) Google Cloud Platform
5 4 (1.59%) IaaS
6 3 (1.19%) Amazon EC2
7 1 (0.40%) Cloud Computing
7 1 (0.40%) PaaS
7 1 (0.40%) SaaS
Communications & Networking
1 6 (2.38%) Firewall
2 5 (1.98%) Network Security
3 1 (0.40%) Internet
3 1 (0.40%) TCP/IP
Database & Business Intelligence
1 19 (7.54%) Base SAS
2 18 (7.14%) Data Mining
3 14 (5.56%) SAS Enterprise Guide
4 11 (4.37%) SAS Data Integration Studio
4 11 (4.37%) SAS Visual Analytics
5 9 (3.57%) Hadoop
5 9 (3.57%) SQL Server
6 8 (3.17%) BODI
6 8 (3.17%) Oracle OWB
6 8 (3.17%) SQL Server Integration Services
7 7 (2.78%) Big Data
8 5 (1.98%) Data Warehouse
8 5 (1.98%) Power BI
8 5 (1.98%) QlikView
9 4 (1.59%) Oracle Database
10 3 (1.19%) SQL Server 2014
10 3 (1.19%) Star Schema
11 2 (0.79%) DB2
11 2 (0.79%) Relational Database
11 2 (0.79%) SAS EBI
Development Applications
1 15 (5.95%) Git (software)
2 9 (3.57%) ProC
3 8 (3.17%) Bower
3 8 (3.17%) Grunt
3 8 (3.17%) gulp
3 8 (3.17%) Selenium
4 6 (2.38%) Cucumber
5 5 (1.98%) MSTest
5 5 (1.98%) NUnit
6 4 (1.59%) JIRA
6 4 (1.59%) JUnit
6 4 (1.59%) Log4j
6 4 (1.59%) Maven
7 3 (1.19%) Artifactory
7 3 (1.19%) TeamCity
7 3 (1.19%) WebDriver
8 2 (0.79%) Protractor
9 1 (0.40%) Android Studio
9 1 (0.40%) Gradle
9 1 (0.40%) Jenkins
General
1 173 (68.65%) Finance
2 72 (28.57%) Retail Banking
3 36 (14.29%) Retail
4 9 (3.57%) Investment Banking
5 6 (2.38%) Advertising
6 3 (1.19%) Financial Institution
6 3 (1.19%) International Banking
7 1 (0.40%) Legal
7 1 (0.40%) Manufacturing
7 1 (0.40%) Marketing
7 1 (0.40%) Telecoms
7 1 (0.40%) Wholesale Banking
Job Titles
1 76 (30.16%) Analyst
2 34 (13.49%) Business Analyst
2 34 (13.49%) Project Manager
3 31 (12.30%) Senior Analyst
4 29 (11.51%) Consultant
5 27 (10.71%) Data Analyst
6 19 (7.54%) Software Project Manager
6 19 (7.54%) SQL Analyst
7 17 (6.75%) Technical Analyst
7 17 (6.75%) Technical Business Analyst
8 14 (5.56%) Developer
8 14 (5.56%) Senior Manager
9 13 (5.16%) Retail Banking Project Manager
10 12 (4.76%) IT Manager
10 12 (4.76%) Senior Business Analyst
10 12 (4.76%) Senior Data Analyst
10 12 (4.76%) Senior Technical Analyst
10 12 (4.76%) Senior Technical Business Analyst
11 11 (4.37%) SAS Consultant
11 11 (4.37%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 31 (12.30%) HTML
2 27 (10.71%) CSS
3 22 (8.73%) Node.js
4 17 (6.75%) AngularJS
5 14 (5.56%) HTML5
6 12 (4.76%) React
6 12 (4.76%) Spring
6 12 (4.76%) Web Services
7 11 (4.37%) Apache Flex
7 11 (4.37%) CSS3
8 10 (3.97%) RESTful
9 9 (3.57%) .NET
10 8 (3.17%) Backbone.js
10 8 (3.17%) Ember.js
10 8 (3.17%) Hibernate
10 8 (3.17%) LESS
10 8 (3.17%) Sass
10 8 (3.17%) Twitter Bootstrap
11 6 (2.38%) ASP.NET
12 5 (1.98%) XML
Miscellaneous
1 51 (20.24%) Analytical Skills
2 24 (9.52%) User Experience
3 11 (4.37%) Computer Science
4 8 (3.17%) Credit Risk
5 5 (1.98%) Analytical Mindset
6 4 (1.59%) Management Information System
6 4 (1.59%) Online Banking
6 4 (1.59%) PMI
7 3 (1.19%) Mainframe
8 2 (0.79%) Fintech
8 2 (0.79%) FMCG
8 2 (0.79%) Greenfield Project
8 2 (0.79%) Mobile App
8 2 (0.79%) Public Cloud
9 1 (0.40%) Foreign Exchange (FX)
9 1 (0.40%) iSeries
9 1 (0.40%) Mobile Banking
9 1 (0.40%) N-Tier
9 1 (0.40%) PKI
9 1 (0.40%) Virtual Team
Operating Systems
1 9 (3.57%) Linux
2 5 (1.98%) Unix
2 5 (1.98%) Windows
3 2 (0.79%) Android
3 2 (0.79%) Apple iOS
3 2 (0.79%) Mac OS
3 2 (0.79%) Windows Server
4 1 (0.40%) Red Hat Enterprise Linux
Processes & Methodologies
1 80 (31.75%) Infrastructure Management
2 76 (30.16%) Agile Software Development
3 68 (26.98%) Stakeholder Management
4 53 (21.03%) Business Intelligence
5 51 (20.24%) SDLC
6 39 (15.48%) Mentoring
7 34 (13.49%) Change Management
8 32 (12.70%) Project Planning
9 30 (11.90%) Project Management
10 29 (11.51%) Continuous Integration
10 29 (11.51%) Data Management
11 28 (11.11%) Data Analysis
11 28 (11.11%) PRINCE2
12 27 (10.71%) Software Delivery
13 26 (10.32%) Business Analysis
14 24 (9.52%) TDD
15 23 (9.13%) Analytics
15 23 (9.13%) Software Engineering
16 22 (8.73%) ETL
17 19 (7.54%) MVC
Programming Languages
1 92 (36.51%) SQL
2 39 (15.48%) Java
3 37 (14.68%) JavaScript
4 9 (3.57%) C#
4 9 (3.57%) PROC SQL
4 9 (3.57%) SAS Macro
5 8 (3.17%) PL/SQL
6 4 (1.59%) Python
7 3 (1.19%) Bash Shell
8 2 (0.79%) R
8 2 (0.79%) Ruby
8 2 (0.79%) T-SQL
8 2 (0.79%) VB
9 1 (0.40%) C++
9 1 (0.40%) COBOL
9 1 (0.40%) JCL
9 1 (0.40%) MATLAB
9 1 (0.40%) Perl
9 1 (0.40%) VB.NET
9 1 (0.40%) VBA
Qualifications
1 26 (10.32%) Degree
2 25 (9.92%) PMP
3 8 (3.17%) PMI Certification
4 5 (1.98%) CCSA
4 5 (1.98%) CCSE
4 5 (1.98%) CISM
5 4 (1.59%) CISSP
6 3 (1.19%) Check Point Certification
7 2 (0.79%) CBAP
7 2 (0.79%) CRISC
7 2 (0.79%) Master's Degree
7 2 (0.79%) SAS Certification
7 2 (0.79%) Six Sigma Green Belt
8 1 (0.40%) CIMA
8 1 (0.40%) CISA
8 1 (0.40%) Computer Science Degree
8 1 (0.40%) MBA
Quality Assurance & Compliance
1 6 (2.38%) PMO
2 3 (1.19%) COBIT
2 3 (1.19%) Data Quality
2 3 (1.19%) ISO/IEC 27001
2 3 (1.19%) QA
3 2 (0.79%) P3O
3 2 (0.79%) PSD2
4 1 (0.40%) SLA
System Software
1 1 (0.40%) Docker
Systems Management
1 3 (1.19%) HP Quality Center
2 2 (0.79%) Single Sign-On
3 1 (0.40%) Rancher
3 1 (0.40%) Trend Micro Deep Security
Vendors
1 35 (13.89%) Oracle
2 31 (12.30%) Teradata
3 12 (4.76%) Microsoft
4 9 (3.57%) Cognos
4 9 (3.57%) MicroStrategy
5 8 (3.17%) Google
5 8 (3.17%) Informatica
6 6 (2.38%) Misys
6 6 (2.38%) Tableau
7 5 (1.98%) CheckPoint
7 5 (1.98%) Cisco
8 4 (1.59%) Avaloq
8 4 (1.59%) FIS
8 4 (1.59%) Fiserv
8 4 (1.59%) IBM
9 3 (1.19%) SolarWinds
10 2 (0.79%) Ab Initio
10 2 (0.79%) SAP
10 2 (0.79%) TSYS
11 1 (0.40%) KANA