Period
to 22 July 2018

The table below looks at the prevalence of the term Banking in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Banking over the 6 months to 22 July 2018 with a comparison to the same period over the previous 2 years.

Banking
UK > Scotland
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 34 23 15
Rank change year-on-year -11 -8 -8
Permanent jobs citing Banking 406 500 766
As % of all permanent IT jobs advertised in Scotland 7.14% 9.49% 13.17%
As % of the General category 20.04% 21.81% 28.17%
Number of salaries quoted 260 311 350
Scotland median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £36,975 £30,000 £32,500
90th Percentile £79,050 £78,750 £70,250
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +4.35%

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 Scotland with a requirement for common skills.

All General Skills
Scotland
Permanent vacancies with a requirement for common skills 2,026 2,293 2,719
As % of all permanent IT jobs advertised in Scotland 35.63% 43.52% 46.75%
Number of salaries quoted 1,327 1,469 1,419
Scotland median annual salary £48,000 £47,000 £46,500
Median salary % change year-on-year +2.13% +1.08% +3.33%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £75,000 £70,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Banking
Job Vacancy Trend in Scotland

Job postings citing Banking as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Banking in Scotland

Banking
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Banking in Scotland.

Salary trend for Banking in Scotland

Banking
Salary Histogram in Scotland

The salary distribution of IT jobs citing Banking in Scotland over the 6 months to 22 July 2018.

Salary histogram for Banking in Scotland

Banking
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Banking within the Scotland region over the 6 months to 22 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -3 202 £57,500 +3.14% 68
Glasgow -13 200 £52,500 - 12
West Lothian -10 3 £24,250 -31.21% 1
Banking
UK

For the 6 months to 22 July 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 Scotland region with a requirement for Banking.

1 269 (66.26%) Finance
2 162 (39.90%) Agile Software Development
3 108 (26.60%) SQL
4 73 (17.98%) Analytical Skills
5 70 (17.24%) Java
6 68 (16.75%) Stakeholder Management
7 65 (16.01%) Investment Banking
7 65 (16.01%) Problem-Solving
8 64 (15.76%) Retail Banking
9 62 (15.27%) Project Management
10 58 (14.29%) SDLC
11 47 (11.58%) Wealth Management
12 46 (11.33%) Risk Management
13 44 (10.84%) Unix
14 43 (10.59%) C#
14 43 (10.59%) Scrum
14 43 (10.59%) Amazon AWS
15 42 (10.34%) Python
16 40 (9.85%) Oracle
17 37 (9.11%) TDD
17 37 (9.11%) Decision-Making
18 35 (8.62%) .NET
19 34 (8.37%) Microsoft
19 34 (8.37%) Change Management
20 33 (8.13%) Linux
20 33 (8.13%) Business Analysis
20 33 (8.13%) Software Delivery
20 33 (8.13%) Analytics
21 31 (7.64%) Microsoft Azure
22 30 (7.39%) Waterfall

Banking
Co-occurring IT Skills in Scotland 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 24 (5.91%) SAS
2 15 (3.69%) WebSphere
3 6 (1.48%) Oracle SOA Suite
4 4 (0.99%) Confluence
4 4 (0.99%) JBoss
5 3 (0.74%) SharePoint
5 3 (0.74%) Tomcat
5 3 (0.74%) WebSphere Application Server
5 3 (0.74%) WebSphere Portal
6 2 (0.49%) Apache Spark
6 2 (0.49%) IIS
7 1 (0.25%) CICS
7 1 (0.25%) IBM Domino
7 1 (0.25%) IBM Notes
7 1 (0.25%) MS Exchange
7 1 (0.25%) SharePoint 2010
7 1 (0.25%) SharePoint 2013
Applications
1 21 (5.17%) Microsoft Project
2 20 (4.93%) Microsoft Excel
3 16 (3.94%) Microsoft Office
4 13 (3.20%) Microsoft PowerPoint
5 11 (2.71%) MS Visio
Business Applications
1 3 (0.74%) Primavera
2 1 (0.25%) Dynamics CRM
2 1 (0.25%) Eloqua
2 1 (0.25%) LongView
2 1 (0.25%) Markit EDM
2 1 (0.25%) SAP CO
2 1 (0.25%) SAP FI
2 1 (0.25%) SAP FI/CO
Cloud Services
1 43 (10.59%) Amazon AWS
2 31 (7.64%) Microsoft Azure
3 10 (2.46%) PaaS
4 3 (0.74%) Cloud Computing
4 3 (0.74%) Google Cloud Platform
5 2 (0.49%) GitHub
5 2 (0.49%) npm
5 2 (0.49%) SaaS
6 1 (0.25%) Force.com
6 1 (0.25%) IBM Blueworks
6 1 (0.25%) IBM Cloud
6 1 (0.25%) Office 365
6 1 (0.25%) OpenShift
Communications & Networking
1 7 (1.72%) Network Security
2 6 (1.48%) HTTPS
3 5 (1.23%) Firewall
4 4 (0.99%) FTP
4 4 (0.99%) HTTP
4 4 (0.99%) Internet
4 4 (0.99%) WinSCP
5 3 (0.74%) ATM
6 2 (0.49%) SSL
7 1 (0.25%) Cisco IPT
7 1 (0.25%) Intrusion Detection
7 1 (0.25%) IP Telephony
7 1 (0.25%) LAN
7 1 (0.25%) TCP/IP
7 1 (0.25%) WAN
7 1 (0.25%) Wi-Fi
Database & Business Intelligence
1 28 (6.90%) SQL Server
2 17 (4.19%) Relational Database
3 11 (2.71%) Hadoop
3 11 (2.71%) NoSQL
4 10 (2.46%) Big Data
4 10 (2.46%) Data Warehouse
4 10 (2.46%) DB2
5 8 (1.97%) Star Schema
6 7 (1.72%) SAS Data Integration Studio
6 7 (1.72%) SAS EBI
6 7 (1.72%) SAS Visual Analytics
6 7 (1.72%) SQL Server 2012
7 5 (1.23%) Oracle Database
8 4 (0.99%) PowerCenter
8 4 (0.99%) SQL Server Reporting Services
9 3 (0.74%) Apache Cassandra
9 3 (0.74%) RDBMS
9 3 (0.74%) SQL Server Analysis Services
9 3 (0.74%) SQL Server Integration Services
10 2 (0.49%) MongoDB
Development Applications
1 13 (3.20%) Jenkins
2 10 (2.46%) JIRA
3 9 (2.22%) Cucumber
3 9 (2.22%) Visual Studio
4 8 (1.97%) Subversion
5 7 (1.72%) Git (software)
6 6 (1.48%) ClearCase
6 6 (1.48%) Hudson
6 6 (1.48%) Maven
7 5 (1.23%) TeamCity
8 4 (0.99%) Bitbucket
8 4 (0.99%) Grunt
8 4 (0.99%) JUnit
8 4 (0.99%) Selenium
8 4 (0.99%) XMLSpy
9 3 (0.74%) Eclipse
9 3 (0.74%) Gatling
9 3 (0.74%) JMeter
9 3 (0.74%) LoadRunner
9 3 (0.74%) Toad
General
1 269 (66.26%) Finance
2 65 (16.01%) Investment Banking
3 64 (15.76%) Retail Banking
4 26 (6.40%) Law
5 20 (4.93%) Retail
6 15 (3.69%) Financial Institution
7 10 (2.46%) Back Office
8 8 (1.97%) Private Banking
9 6 (1.48%) Legal
10 3 (0.74%) Advertising
10 3 (0.74%) Marketing
11 2 (0.49%) Front Office
12 1 (0.25%) Games
12 1 (0.25%) Military
12 1 (0.25%) Prime Brokerage
12 1 (0.25%) Retail Finance
12 1 (0.25%) Telecoms
12 1 (0.25%) Wholesale Banking
Job Titles
1 87 (21.43%) Developer
2 82 (20.20%) Analyst
3 45 (11.08%) Architect
4 44 (10.84%) Project Manager
5 27 (6.65%) Designer
6 26 (6.40%) C# Developer
7 25 (6.16%) Consultant
8 24 (5.91%) Business Analyst
9 23 (5.67%) Senior Analyst
10 21 (5.17%) IT Manager
11 19 (4.68%) Solutions Architect
12 18 (4.43%) IT Project Manager
12 18 (4.43%) Senior Manager
13 16 (3.94%) Java Developer
14 15 (3.69%) .NET Developer
14 15 (3.69%) Senior Developer
14 15 (3.69%) Solutions Designer
15 14 (3.45%) Lead Developer
16 13 (3.20%) Software Project Manager
17 12 (2.96%) Senior Architect
Libraries, Frameworks & Software Standards
1 35 (8.62%) .NET
2 24 (5.91%) AngularJS
3 23 (5.67%) Web Services
4 22 (5.42%) HTML
5 21 (5.17%) XML
6 20 (4.93%) HTML5
6 20 (4.93%) WCF
7 19 (4.68%) CSS
8 16 (3.94%) ASP.NET
9 14 (3.45%) SOAP
10 13 (3.20%) RESTful
10 13 (3.20%) Spring
11 12 (2.96%) WPF
12 11 (2.71%) ASP.NET MVC
12 11 (2.71%) Hibernate
12 11 (2.71%) J2EE
13 10 (2.46%) Django
13 10 (2.46%) Flask
14 9 (2.22%) LINQ
14 9 (2.22%) React
Miscellaneous
1 73 (17.98%) Analytical Skills
2 20 (4.93%) Greenfield Project
3 18 (4.43%) Fintech
4 13 (3.20%) Mainframe
4 13 (3.20%) Management Information System
4 13 (3.20%) Mobile App
5 12 (2.96%) Computer Science
5 12 (2.96%) User Experience
6 10 (2.46%) DataPower
6 10 (2.46%) Self-Motivation
7 7 (1.72%) Derivative
7 7 (1.72%) Enterprise Software
7 7 (1.72%) SWIFT
8 6 (1.48%) Analytical Mindset
8 6 (1.48%) Equities
8 6 (1.48%) Mobile Banking
9 4 (0.99%) Cyberthreat
9 4 (0.99%) Foreign Exchange (FX)
10 3 (0.74%) Data Structures
10 3 (0.74%) Public Cloud
Operating Systems
1 44 (10.84%) Unix
2 33 (8.13%) Linux
3 29 (7.14%) Windows
4 6 (1.48%) Red Hat Enterprise Linux
5 5 (1.23%) AIX
5 5 (1.23%) Windows Server
6 4 (0.99%) Solaris
7 3 (0.74%) Windows Server 2012
8 2 (0.49%) Apple iOS
8 2 (0.49%) CentOS
8 2 (0.49%) zOS
9 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 162 (39.90%) Agile Software Development
2 68 (16.75%) Stakeholder Management
3 65 (16.01%) Problem-Solving
4 62 (15.27%) Project Management
5 58 (14.29%) SDLC
6 47 (11.58%) Wealth Management
7 46 (11.33%) Risk Management
8 43 (10.59%) Scrum
9 37 (9.11%) Decision-Making
9 37 (9.11%) TDD
10 34 (8.37%) Change Management
11 33 (8.13%) Analytics
11 33 (8.13%) Business Analysis
11 33 (8.13%) Software Delivery
12 30 (7.39%) PRINCE2
12 30 (7.39%) Waterfall
13 29 (7.14%) Microservices
14 28 (6.90%) Information Security
14 28 (6.90%) Mentoring
15 25 (6.16%) SOA
Programming Languages
1 108 (26.60%) SQL
2 70 (17.24%) Java
3 43 (10.59%) C#
4 42 (10.34%) Python
5 27 (6.65%) JavaScript
6 22 (5.42%) C++
7 20 (4.93%) PL/SQL
8 9 (2.22%) C
9 8 (1.97%) Bash Shell
10 7 (1.72%) Scala
10 7 (1.72%) Shell Script
11 6 (1.48%) T-SQL
12 4 (0.99%) Perl
12 4 (0.99%) PowerShell
12 4 (0.99%) Ruby
13 2 (0.49%) Java 8
13 2 (0.49%) R
13 2 (0.49%) VB
14 1 (0.25%) Apple Swift
14 1 (0.25%) TypeScript
Qualifications
1 30 (7.39%) Degree
2 29 (7.14%) PMP
3 14 (3.45%) CISSP
4 11 (2.71%) PMI Certification
5 8 (1.97%) Security Cleared
6 7 (1.72%) CISM
7 5 (1.23%) CASP
7 5 (1.23%) CEH
7 5 (1.23%) CompTIA Security+
7 5 (1.23%) TOGAF Certification
8 4 (0.99%) CISA
8 4 (0.99%) CRISC
8 4 (0.99%) PhD
9 3 (0.74%) APMP
9 3 (0.74%) CBAP
9 3 (0.74%) Six Sigma Green Belt
10 2 (0.49%) CCSE
10 2 (0.49%) CGEIT
10 2 (0.49%) Check Point Certification
10 2 (0.49%) SC Cleared
Quality Assurance & Compliance
1 19 (4.68%) Data Quality
2 12 (2.96%) QA
3 8 (1.97%) GDPR
3 8 (1.97%) PMO
4 6 (1.48%) COBIT
4 6 (1.48%) PSD2
4 6 (1.48%) SEPA
4 6 (1.48%) SLA
5 5 (1.23%) P3O
6 4 (0.99%) PCI DSS
7 3 (0.74%) ISO/IEC 27001
8 2 (0.49%) Actionable Recommendations
8 2 (0.49%) Dodd-Frank
8 2 (0.49%) EMIR
8 2 (0.49%) IFRS
8 2 (0.49%) IFRS 9
8 2 (0.49%) ISO 20022
8 2 (0.49%) MiFID
9 1 (0.25%) GCP
9 1 (0.25%) ISO 9001
System Software
1 6 (1.48%) Docker
2 4 (0.99%) Apache Flume
3 1 (0.25%) HDFS
3 1 (0.25%) RACF
3 1 (0.25%) Tivoli Workload Scheduler
3 1 (0.25%) VMware Infrastructure
Systems Management
1 5 (1.23%) HP Quality Center
2 4 (0.99%) Ansible
3 3 (0.74%) Puppet
4 2 (0.49%) Opscode Chef
4 2 (0.49%) RSA Archer
5 1 (0.25%) BMC PATROL
5 1 (0.25%) Computer Emergency Response Teams
5 1 (0.25%) Computer Incident Response Team
5 1 (0.25%) CSIRT
5 1 (0.25%) logstash
5 1 (0.25%) MaaS360
5 1 (0.25%) Salt
5 1 (0.25%) Tivoli
Vendors
1 40 (9.85%) Oracle
2 34 (8.37%) Microsoft
3 22 (5.42%) IBM
4 15 (3.69%) Cognizant
5 10 (2.46%) SAP
6 8 (1.97%) Avaloq
7 7 (1.72%) Fiserv
7 7 (1.72%) Tableau
7 7 (1.72%) Temenos
8 5 (1.23%) Informatica
8 5 (1.23%) Splunk
8 5 (1.23%) Teradata
9 4 (0.99%) Chordiant
9 4 (0.99%) HP
9 4 (0.99%) Remedy
9 4 (0.99%) TIBCO
10 3 (0.74%) Cisco
10 3 (0.74%) Perforce
10 3 (0.74%) Red Hat
10 3 (0.74%) Salesforce.com