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

Banking
Scotland > Edinburgh
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 30 17 10
Rank change year-on-year -13 -7 -7
Permanent jobs citing Banking 166 307 289
As % of all permanent IT jobs advertised in Edinburgh 6.62% 11.40% 12.52%
As % of the General category 18.44% 26.24% 24.49%
Number of salaries quoted 95 109 191
Edinburgh median annual salary £57,500 £54,000 £53,000
Median salary % change year-on-year +6.48% +1.89% +6.00%
10th Percentile £38,000 £29,150 £41,125
90th Percentile £99,500 £90,000 £73,500
Scotland median annual salary £52,500 £50,250 £53,000
% change year-on-year +4.48% -5.19% +6.00%

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 900 1,170 1,180
As % of all permanent IT jobs advertised in Edinburgh 35.87% 43.43% 51.10%
Number of salaries quoted 510 629 713
Edinburgh median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +7.10%
10th Percentile £28,750 £26,000 £31,250
90th Percentile £80,000 £72,500 £70,250
Scotland median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +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 October 2018.

Salary histogram for Banking in Edinburgh

For the 6 months to 20 October 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.

1 101 (60.84%) Finance
2 47 (28.31%) Agile Software Development
3 36 (21.69%) SQL
4 28 (16.87%) Stakeholder Management
4 28 (16.87%) Fintech
5 27 (16.27%) Problem-Solving
5 27 (16.27%) Analytical Skills
6 26 (15.66%) Project Management
6 26 (15.66%) Software Engineering
7 25 (15.06%) Amazon AWS
8 24 (14.46%) Retail Banking
9 22 (13.25%) Microsoft Azure
10 20 (12.05%) Analytics
11 18 (10.84%) SAS
12 17 (10.24%) Unix
13 15 (9.04%) DevOps
13 15 (9.04%) Test Automation
14 14 (8.43%) Java
15 13 (7.83%) Migration
15 13 (7.83%) Change Management
16 12 (7.23%) Oracle
16 12 (7.23%) Windows
16 12 (7.23%) IT Strategy
17 11 (6.63%) Docker
17 11 (6.63%) Coaching
17 11 (6.63%) C#
18 10 (6.02%) ETL
18 10 (6.02%) Degree
18 10 (6.02%) Retail
18 10 (6.02%) Creative Thinking

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 18 (10.84%) SAS
2 7 (4.22%) WebSphere
3 3 (1.81%) Apache Spark
4 2 (1.20%) Confluence
4 2 (1.20%) SharePoint
4 2 (1.20%) SharePoint 2013
5 1 (0.60%) Apache Pig
5 1 (0.60%) CICS
5 1 (0.60%) IIS
5 1 (0.60%) PowerExchange
5 1 (0.60%) WebSphere Application Server
Applications
1 5 (3.01%) Microsoft Project
2 4 (2.41%) Microsoft Excel
2 4 (2.41%) Microsoft Office
2 4 (2.41%) Microsoft PowerPoint
3 3 (1.81%) MS Visio
4 1 (0.60%) SPSS
Business Applications
1 5 (3.01%) Markit EDM
2 1 (0.60%) Eloqua
Cloud Services
1 25 (15.06%) Amazon AWS
2 22 (13.25%) Microsoft Azure
3 7 (4.22%) Google Cloud Platform
4 4 (2.41%) OpenShift
5 3 (1.81%) Cloud Computing
5 3 (1.81%) SaaS
6 2 (1.20%) AWS CloudFormation
7 1 (0.60%) Force.com
7 1 (0.60%) GitHub
7 1 (0.60%) Google Analytics
7 1 (0.60%) IBM Cloud
7 1 (0.60%) Office 365
Communications & Networking
1 4 (2.41%) FTP
1 4 (2.41%) HTTPS
1 4 (2.41%) WinSCP
2 3 (1.81%) ATM
2 3 (1.81%) Firewall
3 1 (0.60%) Cisco IPT
3 1 (0.60%) HTTP
3 1 (0.60%) Internet
3 1 (0.60%) Intrusion Detection
3 1 (0.60%) NAS
3 1 (0.60%) SAN
3 1 (0.60%) Software-Defined Networking
Database & Business Intelligence
1 9 (5.42%) Hadoop
2 8 (4.82%) Data Warehouse
2 8 (4.82%) Relational Database
3 6 (3.61%) SAS Data Integration Studio
3 6 (3.61%) SAS EBI
3 6 (3.61%) SAS Visual Analytics
3 6 (3.61%) Star Schema
4 5 (3.01%) Big Data
5 3 (1.81%) Blockchain
5 3 (1.81%) PowerCenter
5 3 (1.81%) QlikView
6 2 (1.20%) DB2
7 1 (0.60%) Apache Cassandra
7 1 (0.60%) Apache Hive
7 1 (0.60%) IBM InfoSphere
7 1 (0.60%) Oracle Exadata
7 1 (0.60%) Spotfire
7 1 (0.60%) SQL Server
7 1 (0.60%) SQL Server 2012
Development Applications
1 5 (3.01%) FitNesse
1 5 (3.01%) Team Foundation Server
2 4 (2.41%) ClearCase
2 4 (2.41%) Gatling
2 4 (2.41%) JIRA
2 4 (2.41%) JMeter
2 4 (2.41%) LoadRunner
2 4 (2.41%) SilkPerformer
2 4 (2.41%) Visual Studio
2 4 (2.41%) XMLSpy
3 2 (1.20%) Git (software)
3 2 (1.20%) Jenkins
3 2 (1.20%) RSpec
4 1 (0.60%) ERwin
4 1 (0.60%) IBM UrbanCode
4 1 (0.60%) JUnit
4 1 (0.60%) Phabricator
4 1 (0.60%) Selenium
4 1 (0.60%) Subversion
General
1 101 (60.84%) Finance
2 24 (14.46%) Retail Banking
3 10 (6.02%) Retail
4 7 (4.22%) Investment Banking
5 4 (2.41%) Marketing
6 3 (1.81%) Private Banking
7 2 (1.20%) Financial Institution
8 1 (0.60%) Advertising
8 1 (0.60%) Back Office
8 1 (0.60%) Law
Job Titles
1 40 (24.10%) Analyst
2 28 (16.87%) Architect
3 16 (9.64%) Developer
4 15 (9.04%) Consultant
5 13 (7.83%) Project Manager
6 12 (7.23%) Business Analyst
7 11 (6.63%) Senior Analyst
8 9 (5.42%) C# Developer
9 8 (4.82%) Solutions Architect
10 7 (4.22%) Lead Developer
10 7 (4.22%) Lead Software Developer
10 7 (4.22%) Software Developer
11 6 (3.61%) Azure Developer
11 6 (3.61%) IT Manager
11 6 (3.61%) SAS Consultant
11 6 (3.61%) Senior C# Developer
11 6 (3.61%) Senior C# Software Developer
11 6 (3.61%) Senior Developer
11 6 (3.61%) Senior Software Developer
11 6 (3.61%) Technical Analyst
Libraries, Frameworks & Software Standards
1 9 (5.42%) AngularJS
2 7 (4.22%) RESTful
3 6 (3.61%) HTML
3 6 (3.61%) HTML5
3 6 (3.61%) Node.js
3 6 (3.61%) OAuth
4 5 (3.01%) JSON
4 5 (3.01%) Web Services
4 5 (3.01%) XML
5 4 (2.41%) .NET
5 4 (2.41%) FIX Protocol
5 4 (2.41%) IBM Integration Bus
5 4 (2.41%) SOAP
6 3 (1.81%) Kafka
6 3 (1.81%) Velocity
7 2 (1.20%) ASP.NET
7 2 (1.20%) ASP.NET MVC
7 2 (1.20%) ASP.NET Web API
7 2 (1.20%) Java EE
7 2 (1.20%) React
Miscellaneous
1 28 (16.87%) Fintech
2 27 (16.27%) Analytical Skills
3 8 (4.82%) DataPower
3 8 (4.82%) Mainframe
4 5 (3.01%) Data Centre
4 5 (3.01%) SWIFT
5 4 (2.41%) Computer Science
5 4 (2.41%) Foreign Exchange (FX)
5 4 (2.41%) Mobile App
6 3 (1.81%) Public Cloud
6 3 (1.81%) Robotics
6 3 (1.81%) User Experience
7 2 (1.20%) Analytical Mindset
7 2 (1.20%) Mobile Banking
7 2 (1.20%) Online Banking
7 2 (1.20%) Security Operations Centre
7 2 (1.20%) Self-Motivation
8 1 (0.60%) Credit Risk
8 1 (0.60%) IBM Mainframe
8 1 (0.60%) VSAM
Operating Systems
1 17 (10.24%) Unix
2 12 (7.23%) Windows
3 9 (5.42%) Linux
4 3 (1.81%) Red Hat Enterprise Linux
5 2 (1.20%) Debian
6 1 (0.60%) AIX
6 1 (0.60%) Apple iOS
6 1 (0.60%) zOS
Processes & Methodologies
1 47 (28.31%) Agile Software Development
2 28 (16.87%) Stakeholder Management
3 27 (16.27%) Problem-Solving
4 26 (15.66%) Project Management
4 26 (15.66%) Software Engineering
5 20 (12.05%) Analytics
6 15 (9.04%) DevOps
6 15 (9.04%) Test Automation
7 13 (7.83%) Change Management
7 13 (7.83%) Migration
8 12 (7.23%) IT Strategy
9 11 (6.63%) Coaching
10 10 (6.02%) Creative Thinking
10 10 (6.02%) ETL
11 9 (5.42%) Asset Management
11 9 (5.42%) Customer-Centricity
11 9 (5.42%) Risk Management
11 9 (5.42%) Scrum
11 9 (5.42%) Service Delivery
11 9 (5.42%) Use Case
Programming Languages
1 36 (21.69%) SQL
2 14 (8.43%) Java
3 11 (6.63%) C#
4 9 (5.42%) PL/SQL
4 9 (5.42%) Python
5 6 (3.61%) C
5 6 (3.61%) JavaScript
6 3 (1.81%) C++
7 2 (1.20%) COBOL
7 2 (1.20%) R
7 2 (1.20%) Ruby
7 2 (1.20%) Shell Script
7 2 (1.20%) VB
7 2 (1.20%) VBScript
8 1 (0.60%) Apex Code
8 1 (0.60%) MATLAB
8 1 (0.60%) Scala
Qualifications
1 10 (6.02%) Degree
2 8 (4.82%) PMP
3 7 (4.22%) TOGAF Certification
4 3 (1.81%) APMP
4 3 (1.81%) CISM
4 3 (1.81%) CISSP
4 3 (1.81%) PhD
4 3 (1.81%) PMI Certification
5 1 (0.60%) CEH
5 1 (0.60%) CISA
5 1 (0.60%) DBS Check
5 1 (0.60%) ISEB
5 1 (0.60%) ISEB Practitioner
5 1 (0.60%) Master's Degree
Quality Assurance & Compliance
1 9 (5.42%) Data Quality
2 5 (3.01%) SEPA
3 4 (2.41%) PMO
4 3 (1.81%) P3O
4 3 (1.81%) QA
5 2 (1.20%) GDPR
5 2 (1.20%) ISO/IEC 27001
6 1 (0.60%) ISO 20022
6 1 (0.60%) PSD2
System Software
1 11 (6.63%) Docker
2 2 (1.20%) Tivoli Workload Scheduler
3 1 (0.60%) Time Sharing Option
Systems Management
1 9 (5.42%) HP Quality Center
2 5 (3.01%) Kubernetes
3 3 (1.81%) Ansible
3 3 (1.81%) Puppet
4 2 (1.20%) Mesos
4 2 (1.20%) Opscode Chef
4 2 (1.20%) Terraform
4 2 (1.20%) Tivoli
5 1 (0.60%) Ambari
5 1 (0.60%) CA Endevor
5 1 (0.60%) Single Sign-On
Vendors
1 12 (7.23%) Oracle
2 8 (4.82%) Google
2 8 (4.82%) IBM
3 5 (3.01%) Microsoft
4 4 (2.41%) Ab Initio
4 4 (2.41%) HP
4 4 (2.41%) Red Hat
4 4 (2.41%) Remedy
4 4 (2.41%) Splunk
5 3 (1.81%) Cognizant
5 3 (1.81%) Informatica
5 3 (1.81%) Salesforce.com
6 2 (1.20%) Facebook
6 2 (1.20%) Twitter
7 1 (0.60%) Automation Anywhere
7 1 (0.60%) BISAM
7 1 (0.60%) Citrix
7 1 (0.60%) CyberArk
7 1 (0.60%) ServiceNow
7 1 (0.60%) Tableau