Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Business Analysis
Scotland > Glasgow
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 96 61 94
Rank change year-on-year -35 +33 -36
Permanent jobs citing Business Analysis 65 94 59
As % of all permanent IT jobs advertised in Glasgow 2.95% 4.21% 2.59%
As % of the Processes & Methodologies category 3.13% 4.57% 2.75%
Number of salaries quoted 44 72 54
Glasgow median annual salary £44,500 £40,000 £37,250
Median salary % change year-on-year +11.25% +7.38% -21.58%
10th Percentile £35,913 £31,325 £25,750
90th Percentile £67,500 £57,250 £51,250
Scotland median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% -12.63%

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 2,080 2,059 2,143
As % of all permanent IT jobs advertised in Glasgow 94.42% 92.13% 94.07%
Number of salaries quoted 1,527 1,333 1,126
Glasgow median annual salary £47,500 £46,000 £42,500
Median salary % change year-on-year +3.26% +8.24% -
10th Percentile £31,250 £31,250 £27,625
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,500 £44,000 £44,000
% change year-on-year +3.41% - +3.53%

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 16 October 2018.

Salary histogram for Business Analysis in Glasgow

For the 6 months to 16 October 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 36 (55.38%) Agile Software Development
2 19 (29.23%) Finance
3 17 (26.15%) Analytical Skills
4 14 (21.54%) SQL
5 13 (20.00%) Java
6 12 (18.46%) Banking
7 11 (16.92%) Scrum
7 11 (16.92%) User Acceptance Testing
7 11 (16.92%) User Stories
8 10 (15.38%) Relational Database
8 10 (15.38%) Mentoring
8 10 (15.38%) Problem-Solving
8 10 (15.38%) Investment Banking
8 10 (15.38%) RDBMS
9 9 (13.85%) Change Management
9 9 (13.85%) Oracle
9 9 (13.85%) Python
9 9 (13.85%) Wealth Management
9 9 (13.85%) Data Analysis
9 9 (13.85%) DevOps
9 9 (13.85%) Kanban
10 8 (12.31%) SDLC
10 8 (12.31%) Ansible
11 7 (10.77%) Analytics
11 7 (10.77%) Reference Data
11 7 (10.77%) Business Process Modelling
11 7 (10.77%) Spring
11 7 (10.77%) Software Engineering
11 7 (10.77%) TDD
11 7 (10.77%) Subversion

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 (1.54%) Oracle Workflow
1 1 (1.54%) SharePoint
Applications
1 5 (7.69%) Mingle
2 1 (1.54%) Microsoft Excel
2 1 (1.54%) Microsoft Office
2 1 (1.54%) MS Visio
Business Applications
1 2 (3.08%) LongView
1 2 (3.08%) SAP CO
1 2 (3.08%) SAP FI
1 2 (3.08%) SAP FI/CO
1 2 (3.08%) SAP HCM
1 2 (3.08%) SAP HR
2 1 (1.54%) Dynamics AX
2 1 (1.54%) Dynamics NAV
2 1 (1.54%) NetSuite
2 1 (1.54%) Oracle Applications
2 1 (1.54%) Salesforce.com CRM
Cloud Services
1 5 (7.69%) Amazon AWS
2 4 (6.15%) Microsoft Azure
3 3 (4.62%) Cloud Computing
3 3 (4.62%) IaaS
3 3 (4.62%) PaaS
3 3 (4.62%) SaaS
4 1 (1.54%) Dynamics 365
4 1 (1.54%) Office 365
Database & Business Intelligence
1 10 (15.38%) RDBMS
1 10 (15.38%) Relational Database
2 7 (10.77%) SQL Server
3 5 (7.69%) Data Warehouse
3 5 (7.69%) SQL Server Integration Services
4 4 (6.15%) Big Data
4 4 (6.15%) NoSQL
5 3 (4.62%) DB2
5 3 (4.62%) Oracle Database
5 3 (4.62%) Oracle Database 10g
5 3 (4.62%) Oracle Database 11g
5 3 (4.62%) Snowflake Schema
5 3 (4.62%) SQL Server 2012
5 3 (4.62%) SQL Server Analysis Services
5 3 (4.62%) Star Schema
6 2 (3.08%) BusinessObjects
6 2 (3.08%) Qlik Sense
6 2 (3.08%) QlikView
6 2 (3.08%) SQL Server Reporting Services
7 1 (1.54%) Azure SQL Data Warehouse
Development Applications
1 7 (10.77%) Subversion
2 6 (9.23%) Jenkins
2 6 (9.23%) Maven
3 5 (7.69%) Hudson
4 4 (6.15%) Git (software)
5 3 (4.62%) ClearCase
5 3 (4.62%) Eclipse
5 3 (4.62%) JIRA
5 3 (4.62%) MagicDraw
6 2 (3.08%) Team Foundation Server
General
1 19 (29.23%) Finance
2 12 (18.46%) Banking
3 10 (15.38%) Investment Banking
4 7 (10.77%) Law
5 4 (6.15%) Marketing
6 2 (3.08%) Legal
6 2 (3.08%) Manufacturing
7 1 (1.54%) Retail
Job Titles
1 34 (52.31%) Analyst
2 24 (36.92%) Business Analyst
3 7 (10.77%) Software Engineer
4 6 (9.23%) Technical Analyst
4 6 (9.23%) Technical Business Analyst
5 5 (7.69%) Data Analyst
5 5 (7.69%) Scrum Master
6 4 (6.15%) Architect
6 4 (6.15%) Developer
6 4 (6.15%) Python Engineer
6 4 (6.15%) Python Software Engineer
7 3 (4.62%) Agile Project Manager
7 3 (4.62%) Cloud Architect
7 3 (4.62%) ETL Developer
7 3 (4.62%) Java Engineer
7 3 (4.62%) Java Software Engineer
7 3 (4.62%) Project Manager
8 2 (3.08%) Business Manager
8 2 (3.08%) Project Analyst
8 2 (3.08%) SAP Business Analyst
Libraries, Frameworks & Software Standards
1 7 (10.77%) Hibernate
1 7 (10.77%) Spring
2 4 (6.15%) XML
3 3 (4.62%) J2EE
3 3 (4.62%) JSON
4 1 (1.54%) EDI
Miscellaneous
1 17 (26.15%) Analytical Skills
2 7 (10.77%) Reference Data
3 4 (6.15%) Equity Derivative
4 3 (4.62%) Enterprise Cloud
4 3 (4.62%) User Experience
5 2 (3.08%) Fixed Income
6 1 (1.54%) Greenfield Project
6 1 (1.54%) Management Information System
Operating Systems
1 6 (9.23%) Unix
2 4 (6.15%) Linux
Processes & Methodologies
1 36 (55.38%) Agile Software Development
2 11 (16.92%) Scrum
2 11 (16.92%) User Acceptance Testing
2 11 (16.92%) User Stories
3 10 (15.38%) Mentoring
3 10 (15.38%) Problem-Solving
4 9 (13.85%) Change Management
4 9 (13.85%) Data Analysis
4 9 (13.85%) DevOps
4 9 (13.85%) Kanban
4 9 (13.85%) Wealth Management
5 8 (12.31%) SDLC
6 7 (10.77%) Analytics
6 7 (10.77%) Business Process Modelling
6 7 (10.77%) Data Modelling
6 7 (10.77%) OO
6 7 (10.77%) Risk Management
6 7 (10.77%) Software Engineering
6 7 (10.77%) TDD
6 7 (10.77%) UML
Programming Languages
1 14 (21.54%) SQL
2 13 (20.00%) Java
3 9 (13.85%) Python
4 3 (4.62%) PowerShell
4 3 (4.62%) T-SQL
5 2 (3.08%) Bash Shell
6 1 (1.54%) C
6 1 (1.54%) C#
6 1 (1.54%) PL/SQL
Qualifications
1 2 (3.08%) Degree
Quality Assurance & Compliance
1 4 (6.15%) Data Quality
2 1 (1.54%) QA
Systems Management
1 8 (12.31%) Ansible
Vendors
1 9 (13.85%) Oracle
2 5 (7.69%) Citrix
2 5 (7.69%) VMware
3 4 (6.15%) IBM
4 3 (4.62%) Microsoft
4 3 (4.62%) MicroStrategy
4 3 (4.62%) Salesforce.com
5 2 (3.08%) Alteryx
5 2 (3.08%) Charles River
5 2 (3.08%) Sage
5 2 (3.08%) SAP
5 2 (3.08%) Tableau
6 1 (1.54%) IFS
6 1 (1.54%) JD Edwards