Period
to 20 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Business Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Analysis over the 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

Business Analysis
Scotland > Glasgow
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 63 72 74
Rank change year-on-year +9 +2 -8
Permanent jobs citing Business Analysis 105 79 93
As % of all permanent IT jobs advertised in Glasgow 4.57% 3.48% 3.79%
As % of the Processes & Methodologies category 4.83% 3.74% 4.03%
Number of salaries quoted 72 60 93
Glasgow median annual salary £45,000 £40,000 £35,500
Median salary % change year-on-year +12.50% +12.68% -25.26%
10th Percentile £32,850 £31,075 £25,750
90th Percentile £67,500 £51,250 £51,250
Scotland median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -15.79%

Business Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,174 2,114 2,306
As % of all permanent IT jobs advertised in Glasgow 94.60% 93.05% 93.97%
Number of salaries quoted 1,623 1,289 1,246
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -1.16%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £67,500 £68,750 £61,250
Scotland median annual salary £45,000 £44,000 £45,000
% change year-on-year +2.27% -2.22% +5.88%

Business Analysis
Job Vacancy Trend in Glasgow

Job postings citing Business Analysis as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Business Analysis in Glasgow

Business Analysis
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Business Analysis in Glasgow.

Salary trend for Business Analysis in Glasgow

Business Analysis
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Business Analysis in Glasgow over the 6 months to 20 August 2018.

Salary histogram for Business Analysis in Glasgow

For the 6 months to 20 August 2018, IT jobs citing Business Analysis 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 Glasgow region with a requirement for Business Analysis.

1 51 (48.57%) Agile Software Development
2 41 (39.05%) Analytical Skills
3 27 (25.71%) Finance
4 24 (22.86%) SQL
5 22 (20.95%) Java
6 20 (19.05%) Change Management
7 19 (18.10%) Project Management
8 17 (16.19%) Banking
9 16 (15.24%) Scrum
9 16 (15.24%) SQL Server
9 16 (15.24%) DevOps
10 15 (14.29%) Relational Database
10 15 (14.29%) Ansible
10 15 (14.29%) Python
10 15 (14.29%) Problem-Solving
11 14 (13.33%) Oracle
11 14 (13.33%) Mentoring
11 14 (13.33%) Software Engineering
12 13 (12.38%) Investment Banking
12 13 (12.38%) User Acceptance Testing
12 13 (12.38%) Data Modelling
13 12 (11.43%) RDBMS
13 12 (11.43%) JSON
14 11 (10.48%) Wealth Management
14 11 (10.48%) Kanban
14 11 (10.48%) Amazon AWS
14 11 (10.48%) Analytics
14 11 (10.48%) User Stories
15 10 (9.52%) SaaS
15 10 (9.52%) Microsoft Azure

Business Analysis
Co-occurring IT Skills in Glasgow 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 1 (0.95%) Apache
1 1 (0.95%) Oracle Workflow
1 1 (0.95%) SharePoint
1 1 (0.95%) Tomcat
Applications
1 6 (5.71%) Mingle
2 3 (2.86%) Microsoft Office
3 2 (1.90%) MS Visio
4 1 (0.95%) Microsoft Excel
Business Applications
1 8 (7.62%) Dynamics NAV
2 2 (1.90%) Dynamics AX
2 2 (1.90%) SAP CO
2 2 (1.90%) SAP FI
2 2 (1.90%) SAP FI/CO
2 2 (1.90%) SAP HCM
2 2 (1.90%) SAP HR
3 1 (0.95%) Dynamics CRM
3 1 (0.95%) NetSuite
3 1 (0.95%) Oracle Applications
3 1 (0.95%) Salesforce.com CRM
Cloud Services
1 11 (10.48%) Amazon AWS
2 10 (9.52%) Microsoft Azure
2 10 (9.52%) SaaS
3 9 (8.57%) Cloud Computing
3 9 (8.57%) IaaS
3 9 (8.57%) PaaS
4 2 (1.90%) Dynamics 365
5 1 (0.95%) Office 365
Communications & Networking
1 2 (1.90%) HTTP
Database & Business Intelligence
1 16 (15.24%) SQL Server
2 15 (14.29%) Relational Database
3 12 (11.43%) RDBMS
4 7 (6.67%) Data Warehouse
5 6 (5.71%) SQL Server Integration Services
6 5 (4.76%) Snowflake Schema
6 5 (4.76%) SQL Server 2012
6 5 (4.76%) SQL Server Analysis Services
6 5 (4.76%) Star Schema
7 4 (3.81%) Big Data
7 4 (3.81%) NoSQL
8 3 (2.86%) DB2
8 3 (2.86%) Oracle Database
8 3 (2.86%) Oracle Database 10g
8 3 (2.86%) Oracle Database 11g
9 2 (1.90%) Apache Cassandra
9 2 (1.90%) BusinessObjects
9 2 (1.90%) Qlik Sense
9 2 (1.90%) QlikView
9 2 (1.90%) SQL Server Reporting Services
Development Applications
1 8 (7.62%) Subversion
2 7 (6.67%) Maven
3 6 (5.71%) Jenkins
4 5 (4.76%) Git (software)
4 5 (4.76%) JIRA
5 3 (2.86%) ClearCase
5 3 (2.86%) Eclipse
5 3 (2.86%) Hudson
5 3 (2.86%) MagicDraw
6 2 (1.90%) Cucumber
6 2 (1.90%) Jasmine
6 2 (1.90%) Karma Test Runner
6 2 (1.90%) Mocha
6 2 (1.90%) PostCSS
6 2 (1.90%) webpack
General
1 27 (25.71%) Finance
2 17 (16.19%) Banking
3 13 (12.38%) Investment Banking
4 7 (6.67%) Law
5 4 (3.81%) Marketing
6 3 (2.86%) Front Office
6 3 (2.86%) Manufacturing
6 3 (2.86%) Retail Banking
7 2 (1.90%) Legal
8 1 (0.95%) Advertising
8 1 (0.95%) Back Office
8 1 (0.95%) Private Banking
8 1 (0.95%) Retail
Job Titles
1 41 (39.05%) Analyst
2 34 (32.38%) Business Analyst
3 15 (14.29%) Developer
4 10 (9.52%) Architect
4 10 (9.52%) Software Engineer
5 9 (8.57%) Cloud Architect
6 8 (7.62%) Dynamics NAV Developer
6 8 (7.62%) Microsoft Developer
7 6 (5.71%) Scrum Master
8 5 (4.76%) Business IT Analyst
8 5 (4.76%) ETL Developer
8 5 (4.76%) IT Analyst
8 5 (4.76%) IT Business Analyst
8 5 (4.76%) Java Engineer
8 5 (4.76%) Technical Analyst
8 5 (4.76%) Technical Business Analyst
9 4 (3.81%) Data Analyst
9 4 (3.81%) Infrastructure Specialist
9 4 (3.81%) Java Software Engineer
9 4 (3.81%) Security Specialist
Libraries, Frameworks & Software Standards
1 12 (11.43%) JSON
2 8 (7.62%) EDI
2 8 (7.62%) Hibernate
2 8 (7.62%) Spring
3 6 (5.71%) HTML
3 6 (5.71%) HTML5
3 6 (5.71%) XML
4 4 (3.81%) J2EE
4 4 (3.81%) Web Services
4 4 (3.81%) WebSockets
5 3 (2.86%) CSS
6 2 (1.90%) Ajax
6 2 (1.90%) Backbone.js
6 2 (1.90%) DOM
6 2 (1.90%) Ember.js
6 2 (1.90%) Gherkin
6 2 (1.90%) KnockoutJS
6 2 (1.90%) LESS
6 2 (1.90%) Sass
6 2 (1.90%) XHR
Miscellaneous
1 41 (39.05%) Analytical Skills
2 9 (8.57%) Enterprise Cloud
2 9 (8.57%) Reference Data
3 4 (3.81%) Equity Derivative
4 3 (2.86%) Management Information System
4 3 (2.86%) User Experience
5 2 (1.90%) Fixed Income
6 1 (0.95%) Computer Science
6 1 (0.95%) Equities
6 1 (0.95%) Greenfield Project
Operating Systems
1 10 (9.52%) Unix
2 6 (5.71%) Linux
3 1 (0.95%) Windows
Processes & Methodologies
1 51 (48.57%) Agile Software Development
2 20 (19.05%) Change Management
3 19 (18.10%) Project Management
4 16 (15.24%) DevOps
4 16 (15.24%) Scrum
5 15 (14.29%) Problem-Solving
6 14 (13.33%) Mentoring
6 14 (13.33%) Software Engineering
7 13 (12.38%) Data Modelling
7 13 (12.38%) User Acceptance Testing
8 11 (10.48%) Analytics
8 11 (10.48%) Kanban
8 11 (10.48%) User Stories
8 11 (10.48%) Wealth Management
9 10 (9.52%) Data Analysis
9 10 (9.52%) Migration
9 10 (9.52%) OO
9 10 (9.52%) TDD
10 9 (8.57%) ETL
10 9 (8.57%) Risk Management
Programming Languages
1 24 (22.86%) SQL
2 22 (20.95%) Java
3 15 (14.29%) Python
4 9 (8.57%) C#
4 9 (8.57%) PowerShell
5 8 (7.62%) C
6 5 (4.76%) JavaScript
6 5 (4.76%) T-SQL
7 2 (1.90%) Bash Shell
7 2 (1.90%) Perl
8 1 (0.95%) C++
8 1 (0.95%) PL/SQL
8 1 (0.95%) Shell Script
Qualifications
1 3 (2.86%) Degree
2 2 (1.90%) A+ Certification
2 2 (1.90%) CGEIT
2 2 (1.90%) CISA
2 2 (1.90%) CISSP
2 2 (1.90%) CRISC
3 1 (0.95%) Computer Science Degree
3 1 (0.95%) SC Cleared
3 1 (0.95%) Security Cleared
Quality Assurance & Compliance
1 7 (6.67%) Data Quality
2 1 (0.95%) QA
Systems Management
1 15 (14.29%) Ansible
2 2 (1.90%) RSA Archer
Vendors
1 14 (13.33%) Oracle
2 7 (6.67%) Salesforce.com
3 6 (5.71%) Citrix
3 6 (5.71%) Microsoft
3 6 (5.71%) VMware
4 5 (4.76%) IBM
5 4 (3.81%) MicroStrategy
6 3 (2.86%) SAP
6 3 (2.86%) Sybase
7 2 (1.90%) Alteryx
7 2 (1.90%) Sage
7 2 (1.90%) ServiceNow
7 2 (1.90%) Tableau
8 1 (0.95%) IFS
8 1 (0.95%) JD Edwards
8 1 (0.95%) Kofax