Period
to 25 November 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 25 November 2017 with a comparison to the same period over the previous 2 years.

Banking
Scotland > Edinburgh
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 17 16 3
Rank change year-on-year -1 -13 +9
Permanent jobs citing Banking 305 246 742
As % of all permanent IT jobs advertised in Edinburgh 11.32% 10.52% 24.29%
As % of the General category 26.48% 21.56% 44.81%
Number of salaries quoted 121 172 315
Edinburgh median annual salary £55,000 £56,000 £50,000
Median salary % change year-on-year -1.79% +12.00% +4.17%
10th Percentile £32,500 £42,250 £32,500
90th Percentile £90,000 £73,500 £75,000
Scotland median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% +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 1152 1141 1656
As % of all permanent IT jobs advertised in Edinburgh 42.76% 48.78% 54.21%
Number of salaries quoted 628 700 928
Edinburgh median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +5.88%
10th Percentile £26,000 £31,863 £30,763
90th Percentile £71,250 £70,250 £68,750
Scotland median annual salary £46,000 £46,000 £45,000
% change year-on-year - +2.22% +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 25 November 2017.

Salary histogram for Banking in Edinburgh

For the 6 months to 25 November 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.

1 231 (75.74%) Finance
2 175 (57.38%) SQL
3 139 (45.57%) Infrastructure Management
4 122 (40.00%) Stakeholder Management
5 111 (36.39%) Business Intelligence
6 101 (33.11%) Retail Banking
7 90 (29.51%) Analytical Skills
8 85 (27.87%) SAS
9 78 (25.57%) Data Management
10 70 (22.95%) Oracle
11 61 (20.00%) Teradata
12 53 (17.38%) Mentoring
12 53 (17.38%) Agile Software Development
13 48 (15.74%) People Management
14 47 (15.41%) Data Analysis
15 44 (14.43%) Analytics
15 44 (14.43%) Base SAS
16 43 (14.10%) Java
17 41 (13.44%) Data Mining
18 37 (12.13%) SAS Enterprise Guide
19 34 (11.15%) SAS Macro
19 34 (11.15%) SDLC
20 33 (10.82%) SAS Data Integration Studio
20 33 (10.82%) PROC SQL
20 33 (10.82%) Visual Analytics
20 33 (10.82%) SAS Visual Analytics
20 33 (10.82%) ProC
21 30 (9.84%) MicroStrategy
21 30 (9.84%) Cognos
22 28 (9.18%) Degree

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 (27.87%) SAS
2 10 (3.28%) Tomcat
3 9 (2.95%) JBoss
4 7 (2.30%) WebSphere
5 6 (1.97%) WebLogic
5 6 (1.97%) WebLogic Portal
6 4 (1.31%) Apache Spark
7 3 (0.98%) Oracle SOA Suite
8 1 (0.33%) Adobe Experience Manager
8 1 (0.33%) Apache
8 1 (0.33%) IIS
8 1 (0.33%) MS Exchange
Applications
1 9 (2.95%) Microsoft Excel
2 5 (1.64%) Microsoft Project
3 2 (0.66%) Microsoft PowerPoint
Business Applications
1 4 (1.31%) Finacle
1 4 (1.31%) Summit
Cloud Services
1 25 (8.20%) Amazon AWS
2 11 (3.61%) Microsoft Azure
3 7 (2.30%) Google Cloud Platform
4 3 (0.98%) IaaS
4 3 (0.98%) npm
5 2 (0.66%) Amazon EC2
6 1 (0.33%) Office 365
6 1 (0.33%) PaaS
6 1 (0.33%) SuccessFactors
Communications & Networking
1 8 (2.62%) Internet
2 5 (1.64%) Firewall
3 3 (0.98%) Network Security
4 2 (0.66%) TCP/IP
5 1 (0.33%) ATM
5 1 (0.33%) Cisco ASA
5 1 (0.33%) DMZ
5 1 (0.33%) LDAP
Database & Business Intelligence
1 44 (14.43%) Base SAS
2 41 (13.44%) Data Mining
3 37 (12.13%) SAS Enterprise Guide
4 33 (10.82%) SAS Data Integration Studio
4 33 (10.82%) SAS Visual Analytics
5 17 (5.57%) BODI
5 17 (5.57%) Oracle OWB
5 17 (5.57%) SQL Server Integration Services
6 13 (4.26%) SQL Server
7 7 (2.30%) DB2
7 7 (2.30%) Hadoop
8 6 (1.97%) Big Data
9 5 (1.64%) QlikView
10 4 (1.31%) Oracle Database
10 4 (1.31%) Power BI
10 4 (1.31%) SQL Server 2008
10 4 (1.31%) SQL Server 2012
10 4 (1.31%) SQL Server 2014
11 2 (0.66%) Data Warehouse
12 1 (0.33%) Data Lake
Development Applications
1 33 (10.82%) ProC
2 9 (2.95%) Log4j
2 9 (2.95%) Selenium
3 6 (1.97%) Git (software)
4 5 (1.64%) Cucumber
5 4 (1.31%) JIRA
5 4 (1.31%) Maven
6 3 (0.98%) Artifactory
6 3 (0.98%) JUnit
6 3 (0.98%) TeamCity
6 3 (0.98%) WebDriver
7 1 (0.33%) Android Studio
7 1 (0.33%) Bitbucket
7 1 (0.33%) Gradle
7 1 (0.33%) Jenkins
7 1 (0.33%) Protractor
General
1 231 (75.74%) Finance
2 101 (33.11%) Retail Banking
3 22 (7.21%) Retail
4 16 (5.25%) Investment Banking
5 9 (2.95%) Telecoms
6 8 (2.62%) Financial Institution
7 4 (1.31%) International Banking
8 2 (0.66%) Back Office
9 1 (0.33%) Advertising
9 1 (0.33%) German Language
9 1 (0.33%) Manufacturing
9 1 (0.33%) Marketing
9 1 (0.33%) Spanish Language
Job Titles
1 111 (36.39%) Analyst
2 74 (24.26%) Consultant
3 58 (19.02%) Data Analyst
4 56 (18.36%) SQL Analyst
5 49 (16.07%) Business Analyst
6 45 (14.75%) Senior Analyst
7 35 (11.48%) Technical Analyst
7 35 (11.48%) Technical Business Analyst
8 33 (10.82%) SAS Consultant
9 30 (9.84%) SQL Data Analyst
10 24 (7.87%) Developer
11 21 (6.89%) Senior Data Analyst
12 19 (6.23%) Senior Consultant
13 17 (5.57%) Project Manager
13 17 (5.57%) Senior Business Analyst
13 17 (5.57%) Senior Technical Analyst
13 17 (5.57%) Senior Technical Business Analyst
13 17 (5.57%) Teradata Consultant
14 16 (5.25%) Senior SAS Consultant
15 14 (4.59%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 25 (8.20%) HTML
2 23 (7.54%) Web Services
3 21 (6.89%) CSS
4 16 (5.25%) Node.js
5 13 (4.26%) .NET
5 13 (4.26%) XML
6 11 (3.61%) CSS3
6 11 (3.61%) HTML5
7 10 (3.28%) RESTful
8 9 (2.95%) JSP
9 7 (2.30%) JMS
10 6 (1.97%) jQuery
10 6 (1.97%) Spring
11 5 (1.64%) ASP.NET
11 5 (1.64%) ASP.NET MVC
11 5 (1.64%) SOAP
11 5 (1.64%) WCF
12 3 (0.98%) Hibernate
12 3 (0.98%) React
12 3 (0.98%) REST
Miscellaneous
1 90 (29.51%) Analytical Skills
2 19 (6.23%) Computer Science
3 13 (4.26%) Greenfield Project
4 11 (3.61%) Credit Risk
5 10 (3.28%) Online Banking
6 8 (2.62%) Mobile Banking
7 7 (2.30%) PMI
8 3 (0.98%) Data Centre
8 3 (0.98%) Management Information System
9 2 (0.66%) FMCG
9 2 (0.66%) Mobile App
10 1 (0.33%) Analytical Mindset
10 1 (0.33%) Cybercrime
10 1 (0.33%) Fintech
10 1 (0.33%) Hedge funds
10 1 (0.33%) iSeries
10 1 (0.33%) N-Tier
10 1 (0.33%) PKI
Operating Systems
1 7 (2.30%) Linux
2 3 (0.98%) Unix
3 2 (0.66%) Android
3 2 (0.66%) Apple iOS
3 2 (0.66%) Mac OS
3 2 (0.66%) Windows
4 1 (0.33%) Red Hat Enterprise Linux
4 1 (0.33%) Windows Server
4 1 (0.33%) Windows Server 2008
Processes & Methodologies
1 139 (45.57%) Infrastructure Management
2 122 (40.00%) Stakeholder Management
3 111 (36.39%) Business Intelligence
4 78 (25.57%) Data Management
5 53 (17.38%) Agile Software Development
5 53 (17.38%) Mentoring
6 48 (15.74%) People Management
7 47 (15.41%) Data Analysis
8 44 (14.43%) Analytics
9 34 (11.15%) SDLC
10 33 (10.82%) Visual Analytics
11 27 (8.85%) ETL
12 25 (8.20%) TDD
13 19 (6.23%) Software Engineering
14 17 (5.57%) Change Management
14 17 (5.57%) Coaching
14 17 (5.57%) Continuous Integration
14 17 (5.57%) Software Testing
15 16 (5.25%) Data Modelling
16 15 (4.92%) Project Management
Programming Languages
1 175 (57.38%) SQL
2 43 (14.10%) Java
3 34 (11.15%) SAS Macro
4 33 (10.82%) PROC SQL
5 27 (8.85%) JavaScript
6 12 (3.93%) C#
7 6 (1.97%) PL/SQL
8 4 (1.31%) T-SQL
8 4 (1.31%) VB
9 3 (0.98%) Bash Shell
9 3 (0.98%) Python
10 2 (0.66%) C++
10 2 (0.66%) Perl
10 2 (0.66%) R
11 1 (0.33%) COBOL
11 1 (0.33%) JCL
11 1 (0.33%) PowerShell
11 1 (0.33%) Scala
11 1 (0.33%) VB.NET
11 1 (0.33%) VBA
Qualifications
1 28 (9.18%) Degree
2 10 (3.28%) Computer Science Degree
3 7 (2.30%) ISEB
3 7 (2.30%) PMI Certification
4 6 (1.97%) CISM
5 5 (1.64%) CISSP
5 5 (1.64%) PMP
6 4 (1.31%) CISA
6 4 (1.31%) Master's Degree
6 4 (1.31%) MBA
6 4 (1.31%) Microsoft Certification
7 2 (0.66%) CCSA
7 2 (0.66%) CCSE
7 2 (0.66%) SAS Certification
8 1 (0.33%) CCNA
8 1 (0.33%) CIMA
8 1 (0.33%) Cisco Certification
8 1 (0.33%) CRISC
8 1 (0.33%) MCSE
Quality Assurance & Compliance
1 7 (2.30%) SLA
2 5 (1.64%) PMO
3 3 (0.98%) Data Quality
4 2 (0.66%) IFRS
4 2 (0.66%) IFRS 9
4 2 (0.66%) PSD2
4 2 (0.66%) QA
5 1 (0.33%) Basel II
5 1 (0.33%) COBIT
5 1 (0.33%) GDPR
5 1 (0.33%) ISO/IEC 27001
System Software
1 1 (0.33%) Active Directory
1 1 (0.33%) Docker
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
2 1 (0.33%) Rancher
Vendors
1 70 (22.95%) Oracle
2 61 (20.00%) Teradata
3 30 (9.84%) Cognos
3 30 (9.84%) MicroStrategy
4 27 (8.85%) Microsoft
5 18 (5.90%) Informatica
6 11 (3.61%) Misys
7 8 (2.62%) IBM
8 7 (2.30%) Google
9 6 (1.97%) Tableau
10 5 (1.64%) Cognizant
11 4 (1.31%) Avaloq
11 4 (1.31%) Cisco
11 4 (1.31%) FIS
11 4 (1.31%) Fiserv
12 3 (0.98%) CheckPoint
13 2 (0.66%) Ab Initio
13 2 (0.66%) Citrix
13 2 (0.66%) SAP
13 2 (0.66%) TSYS