Period
to 16 December 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 16 December 2018 with a comparison to the same period over the previous 2 years.

Banking
Scotland > Edinburgh
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 36 16 19
Rank change year-on-year -20 +3 -16
Permanent jobs citing Banking 154 287 219
As % of all permanent IT jobs advertised in Edinburgh 6.14% 10.96% 9.62%
As % of the General category 17.36% 25.86% 19.89%
Number of salaries quoted 76 111 163
Edinburgh median annual salary £57,500 £55,000 £56,500
Median salary % change year-on-year +4.55% -2.65% +13.00%
10th Percentile £40,750 £37,500 £42,000
90th Percentile £130,000 £90,000 £74,700
Scotland median annual salary £52,500 £52,500 £55,000
% change year-on-year - -4.55% +10.00%

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 887 1,110 1,101
As % of all permanent IT jobs advertised in Edinburgh 35.38% 42.38% 48.35%
Number of salaries quoted 481 615 701
Edinburgh median annual salary £47,500 £45,000 £50,000
Median salary % change year-on-year +5.56% -10.00% +6.38%
10th Percentile £30,500 £26,600 £31,750
90th Percentile £76,250 £71,250 £70,250
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 16 December 2018.

Salary histogram for Banking in Edinburgh

For the 6 months to 16 December 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 88 (57.14%) Finance
2 51 (33.12%) Agile Software Development
3 32 (20.78%) SQL
3 32 (20.78%) Problem-Solving
4 29 (18.83%) Software Engineering
5 28 (18.18%) Stakeholder Management
6 25 (16.23%) Analytical Skills
6 25 (16.23%) DevOps
7 23 (14.94%) Fintech
8 21 (13.64%) Amazon AWS
9 19 (12.34%) Retail Banking
10 17 (11.04%) SAS
11 16 (10.39%) Java
11 16 (10.39%) Test Automation
11 16 (10.39%) Analytics
12 15 (9.74%) IBM
13 14 (9.09%) Degree
13 14 (9.09%) Migration
14 13 (8.44%) Unix
14 13 (8.44%) Microsoft Azure
15 12 (7.79%) Microservices
16 11 (7.14%) Decision-Making
16 11 (7.14%) Data Analytics
16 11 (7.14%) Coaching
16 11 (7.14%) Cybersecurity
16 11 (7.14%) Windows
16 11 (7.14%) HTML
16 11 (7.14%) JavaScript
16 11 (7.14%) Oracle
16 11 (7.14%) Python

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 17 (11.04%) SAS
2 5 (3.25%) WebSphere
3 4 (2.60%) Apache Spark
3 4 (2.60%) SharePoint
3 4 (2.60%) SharePoint 2013
4 3 (1.95%) IIS
4 3 (1.95%) Sonic ESB
5 1 (0.65%) Adobe Experience Manager
5 1 (0.65%) Apache Pig
5 1 (0.65%) Confluence
5 1 (0.65%) PowerExchange
5 1 (0.65%) WebSphere Application Server
5 1 (0.65%) WebSphere Process Server
Applications
1 5 (3.25%) SPSS
2 1 (0.65%) Microsoft Project
Business Applications
1 5 (3.25%) Markit EDM
2 1 (0.65%) Eloqua
Cloud Services
1 21 (13.64%) Amazon AWS
2 13 (8.44%) Microsoft Azure
3 6 (3.90%) Google Cloud Platform
4 5 (3.25%) OpenShift
5 2 (1.30%) AWS CloudFormation
5 2 (1.30%) SaaS
6 1 (0.65%) Amazon EC2
6 1 (0.65%) Amazon S3
6 1 (0.65%) Force.com
6 1 (0.65%) Google Analytics
6 1 (0.65%) IBM Cloud
6 1 (0.65%) Office 365
Communications & Networking
1 4 (2.60%) Internet
2 3 (1.95%) ATM
2 3 (1.95%) DNS
2 3 (1.95%) Firewall
2 3 (1.95%) SSL
3 2 (1.30%) FTP
3 2 (1.30%) HTTPS
3 2 (1.30%) WinSCP
4 1 (0.65%) HTTP
4 1 (0.65%) Intrusion Detection
4 1 (0.65%) NAS
4 1 (0.65%) SAN
4 1 (0.65%) Software-Defined Networking
Database & Business Intelligence
1 10 (6.49%) Relational Database
2 9 (5.84%) QlikView
3 8 (5.19%) Data Warehouse
3 8 (5.19%) Hadoop
4 7 (4.55%) Big Data
5 5 (3.25%) SAS Data Integration Studio
5 5 (3.25%) SAS EBI
5 5 (3.25%) SAS Visual Analytics
5 5 (3.25%) Spotfire
5 5 (3.25%) Star Schema
6 3 (1.95%) MySQL
6 3 (1.95%) SQL Server
6 3 (1.95%) SQL Server Integration Services
6 3 (1.95%) SQL Server Reporting Services
7 2 (1.30%) Apache Cassandra
7 2 (1.30%) Apache Hive
7 2 (1.30%) MongoDB
7 2 (1.30%) NoSQL
7 2 (1.30%) PowerCenter
7 2 (1.30%) RDBMS
Development Applications
1 8 (5.19%) Team Foundation Server
2 7 (4.55%) LoadRunner
2 7 (4.55%) Visual Studio
3 6 (3.90%) JIRA
4 5 (3.25%) FitNesse
4 5 (3.25%) Git (software)
5 4 (2.60%) Gatling
5 4 (2.60%) Jenkins
5 4 (2.60%) JMeter
5 4 (2.60%) SilkPerformer
6 3 (1.95%) IBM UrbanCode
7 2 (1.30%) ClearCase
7 2 (1.30%) RSpec
7 2 (1.30%) XMLSpy
8 1 (0.65%) ERwin
8 1 (0.65%) JUnit
8 1 (0.65%) Mercurial
8 1 (0.65%) Phabricator
8 1 (0.65%) Selenium
General
1 88 (57.14%) Finance
2 19 (12.34%) Retail Banking
3 10 (6.49%) Investment Banking
3 10 (6.49%) Retail
4 6 (3.90%) Marketing
5 3 (1.95%) Private Banking
6 1 (0.65%) Back Office
6 1 (0.65%) German Language
Job Titles
1 29 (18.83%) Analyst
2 25 (16.23%) Architect
3 19 (12.34%) Developer
4 15 (9.74%) Business Analyst
4 15 (9.74%) Consultant
5 11 (7.14%) Project Manager
6 8 (5.19%) Technical Analyst
7 7 (4.55%) Solutions Architect
8 6 (3.90%) Principal Architect
9 5 (3.25%) Analytics Manager
9 5 (3.25%) COBOL Developer
9 5 (3.25%) Data Analytics Manager
9 5 (3.25%) Data Manager
9 5 (3.25%) IBM Mainframe Developer
9 5 (3.25%) Mainframe Developer
9 5 (3.25%) SAS Consultant
9 5 (3.25%) Tester
10 4 (2.60%) Senior Manager
10 4 (2.60%) Software Engineer
10 4 (2.60%) Technical Specialist
Libraries, Frameworks & Software Standards
1 11 (7.14%) HTML
2 9 (5.84%) Node.js
2 9 (5.84%) XML
3 8 (5.19%) AngularJS
3 8 (5.19%) HTML5
4 7 (4.55%) CSS
4 7 (4.55%) Web Services
5 6 (3.90%) JSON
6 5 (3.25%) .NET
6 5 (3.25%) SOAP
7 4 (2.60%) .NET Framework
7 4 (2.60%) ASP.NET
7 4 (2.60%) React
8 3 (1.95%) Ajax
8 3 (1.95%) CSS3
8 3 (1.95%) Java EE
8 3 (1.95%) jQuery
8 3 (1.95%) Kafka
8 3 (1.95%) REST
8 3 (1.95%) Twitter Bootstrap
Miscellaneous
1 25 (16.23%) Analytical Skills
2 23 (14.94%) Fintech
3 10 (6.49%) Mainframe
4 9 (5.84%) DataPower
5 5 (3.25%) Data Centre
5 5 (3.25%) IBM Mainframe
5 5 (3.25%) PMI
5 5 (3.25%) VSAM
6 4 (2.60%) Foreign Exchange (FX)
6 4 (2.60%) Public Cloud
6 4 (2.60%) Security Operations Centre
7 3 (1.95%) Internet of Things
7 3 (1.95%) User Experience
8 2 (1.30%) Management Information System
8 2 (1.30%) Mobile App
8 2 (1.30%) Mobile Banking
8 2 (1.30%) SWIFT
9 1 (0.65%) Client/Server
9 1 (0.65%) Online Banking
9 1 (0.65%) Robotics
Operating Systems
1 13 (8.44%) Unix
2 11 (7.14%) Windows
3 8 (5.19%) Linux
4 2 (1.30%) Debian
4 2 (1.30%) Red Hat Enterprise Linux
5 1 (0.65%) AIX
5 1 (0.65%) Apple iOS
5 1 (0.65%) Windows Server
Processes & Methodologies
1 51 (33.12%) Agile Software Development
2 32 (20.78%) Problem-Solving
3 29 (18.83%) Software Engineering
4 28 (18.18%) Stakeholder Management
5 25 (16.23%) DevOps
6 16 (10.39%) Analytics
6 16 (10.39%) Test Automation
7 14 (9.09%) Migration
8 12 (7.79%) Microservices
9 11 (7.14%) Coaching
9 11 (7.14%) Cybersecurity
9 11 (7.14%) Data Analytics
9 11 (7.14%) Decision-Making
9 11 (7.14%) Economics
9 11 (7.14%) Project Management
10 10 (6.49%) Risk Management
11 9 (5.84%) Business Intelligence
11 9 (5.84%) ETL
11 9 (5.84%) Scrum
11 9 (5.84%) Waterfall
Programming Languages
1 32 (20.78%) SQL
2 16 (10.39%) Java
3 11 (7.14%) JavaScript
3 11 (7.14%) Python
4 8 (5.19%) PL/SQL
5 5 (3.25%) COBOL
6 4 (2.60%) C#
7 3 (1.95%) Ruby
7 3 (1.95%) T-SQL
7 3 (1.95%) VB.NET
8 2 (1.30%) C
8 2 (1.30%) C++
8 2 (1.30%) R
8 2 (1.30%) Scala
8 2 (1.30%) Shell Script
8 2 (1.30%) VB
8 2 (1.30%) VBScript
9 1 (0.65%) Apex Code
9 1 (0.65%) MATLAB
9 1 (0.65%) VBA
Qualifications
1 14 (9.09%) Degree
2 8 (5.19%) CISSP
3 7 (4.55%) TOGAF Certification
4 6 (3.90%) CISM
5 5 (3.25%) CISMP
5 5 (3.25%) PMI Certification
6 3 (1.95%) ISO 27001 Lead Implementer
6 3 (1.95%) PhD
6 3 (1.95%) SANS
7 1 (0.65%) CEH
7 1 (0.65%) CISA
7 1 (0.65%) Master's Degree
7 1 (0.65%) PMP
Quality Assurance & Compliance
1 7 (4.55%) Data Quality
1 7 (4.55%) ISO/IEC 27001
2 3 (1.95%) GDPR
3 2 (1.30%) PMO
3 2 (1.30%) SEPA
4 1 (0.65%) QA
System Software
1 8 (5.19%) Docker
2 5 (3.25%) Time Sharing Option
3 3 (1.95%) Active Directory
3 3 (1.95%) Tivoli Workload Scheduler
Systems Management
1 7 (4.55%) HP Quality Center
2 6 (3.90%) Kubernetes
3 5 (3.25%) CA Endevor
4 3 (1.95%) Ansible
4 3 (1.95%) Puppet
4 3 (1.95%) Tivoli
5 2 (1.30%) Mesos
5 2 (1.30%) Opscode Chef
5 2 (1.30%) QRadar
5 2 (1.30%) Terraform
6 1 (0.65%) Ambari
6 1 (0.65%) Single Sign-On
6 1 (0.65%) WebSphere Service Registry and Repository
Vendors
1 15 (9.74%) IBM
2 11 (7.14%) Oracle
3 8 (5.19%) Splunk
4 7 (4.55%) Google
5 6 (3.90%) Ab Initio
6 5 (3.25%) HP
6 5 (3.25%) Red Hat
6 5 (3.25%) Tableau
7 4 (2.60%) Cognizant
7 4 (2.60%) Microsoft
8 2 (1.30%) Facebook
8 2 (1.30%) Informatica
8 2 (1.30%) Remedy
8 2 (1.30%) Salesforce.com
8 2 (1.30%) Twitter
9 1 (0.65%) Automation Anywhere
9 1 (0.65%) BISAM
9 1 (0.65%) CyberArk
9 1 (0.65%) ServiceNow
9 1 (0.65%) Teradata