Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Business Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Intelligence over the 6 months to 16 October 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 53 56 37
Rank change year-on-year +3 -19 -6
Permanent jobs citing Business Intelligence 128 105 174
As % of all permanent IT jobs advertised in Glasgow 5.81% 4.70% 7.64%
As % of the Processes & Methodologies category 6.15% 5.10% 8.12%
Number of salaries quoted 99 46 113
Glasgow median annual salary £45,000 £42,500 £47,500
Median salary % change year-on-year +5.88% -10.53% +5.56%
10th Percentile £29,350 £31,500 £26,750
90th Percentile £77,500 £57,500 £65,000
Scotland median annual salary £45,000 £45,000 £47,500
% change year-on-year - -5.26% +5.56%

Business Intelligence 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 Intelligence
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Business Intelligence in Glasgow

Business Intelligence
Salary Trend in Glasgow

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

Salary trend for Business Intelligence in Glasgow

Business Intelligence
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Business Intelligence in Glasgow over the 6 months to 16 October 2018.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 16 October 2018, IT jobs citing Business Intelligence 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 Intelligence.

1 77 (60.16%) SQL
2 57 (44.53%) ETL
3 52 (40.63%) SQL Server
3 52 (40.63%) Power BI
4 47 (36.72%) Microsoft
5 43 (33.59%) SQL Server Integration Services
6 42 (32.81%) Data Warehouse
7 41 (32.03%) SQL Server Reporting Services
8 38 (29.69%) Analytical Skills
9 35 (27.34%) T-SQL
10 31 (24.22%) Visualisation
11 29 (22.66%) Oracle
12 28 (21.88%) Analytics
13 27 (21.09%) Agile Software Development
13 27 (21.09%) Tableau
13 27 (21.09%) SQL Server Analysis Services
14 26 (20.31%) Data Modelling
15 23 (17.97%) QlikView
15 23 (17.97%) Microsoft Azure
16 22 (17.19%) Finance
17 20 (15.63%) .NET
17 20 (15.63%) Cognos
18 19 (14.84%) C#
18 19 (14.84%) Problem-Solving
19 17 (13.28%) ASP.NET
20 16 (12.50%) MVC
20 16 (12.50%) ASP.NET MVC
20 16 (12.50%) Data Visualisation
20 16 (12.50%) Data Analysis
21 14 (10.94%) Amazon AWS

Business Intelligence
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 6 (4.69%) SharePoint
2 3 (2.34%) SAS
3 1 (0.78%) Apache Spark
3 1 (0.78%) Oracle SOA Suite
3 1 (0.78%) WebLogic
Applications
1 9 (7.03%) Microsoft Excel
2 6 (4.69%) Microsoft Office
3 4 (3.13%) Microsoft PowerPoint
4 3 (2.34%) MS Visio
5 1 (0.78%) OmniGraffle
5 1 (0.78%) Spreadsheet
Business Applications
1 7 (5.47%) Dynamics CRM
2 5 (3.91%) Dynamics AX
3 3 (2.34%) Cognos Business Intelligence
3 3 (2.34%) Cognos TM1
4 1 (0.78%) Cognos Controller
4 1 (0.78%) Oracle Applications
4 1 (0.78%) Oracle EBS
4 1 (0.78%) SAP HCM
4 1 (0.78%) SAP HR
Cloud Services
1 23 (17.97%) Microsoft Azure
2 14 (10.94%) Amazon AWS
3 2 (1.56%) Azure Data Factory
3 2 (1.56%) Office 365
4 1 (0.78%) Dynamics 365
4 1 (0.78%) Google Analytics
4 1 (0.78%) Lucidchart
4 1 (0.78%) SaaS
4 1 (0.78%) Trello
Communications & Networking
1 1 (0.78%) DNS
1 1 (0.78%) Firewall
1 1 (0.78%) HTTP
1 1 (0.78%) Internet
1 1 (0.78%) SSL
1 1 (0.78%) TCP/IP
Database & Business Intelligence
1 52 (40.63%) Power BI
1 52 (40.63%) SQL Server
2 43 (33.59%) SQL Server Integration Services
3 42 (32.81%) Data Warehouse
4 41 (32.03%) SQL Server Reporting Services
5 27 (21.09%) SQL Server Analysis Services
6 23 (17.97%) QlikView
7 13 (10.16%) Relational Database
8 11 (8.59%) NoSQL
8 11 (8.59%) SQL Server 2016
9 9 (7.03%) BusinessObjects
10 8 (6.25%) Qlik Sense
11 6 (4.69%) Data Mining
11 6 (4.69%) SQL Server 2012
12 5 (3.91%) Azure SQL Data Warehouse
12 5 (3.91%) Big Data
12 5 (3.91%) Enterprise Data Warehouse
12 5 (3.91%) MySQL
12 5 (3.91%) Oracle Database
13 3 (2.34%) SAP Data Services
Development Applications
1 11 (8.59%) Git (software)
2 6 (4.69%) Oracle Forms
3 1 (0.78%) Artifactory
3 1 (0.78%) Jenkins
3 1 (0.78%) Maven
3 1 (0.78%) TeamCity
3 1 (0.78%) Visual Studio
General
1 22 (17.19%) Finance
2 4 (3.13%) Banking
2 4 (3.13%) Legal
2 4 (3.13%) Retail
3 3 (2.34%) Marketing
4 2 (1.56%) Advertising
4 2 (1.56%) Investment Banking
4 2 (1.56%) Law
4 2 (1.56%) Manufacturing
5 1 (0.78%) Back Office
5 1 (0.78%) Electronics
5 1 (0.78%) Telecoms
Job Titles
1 59 (46.09%) Developer
2 29 (22.66%) Analyst
3 19 (14.84%) SQL Developer
4 17 (13.28%) .NET Developer
5 16 (12.50%) Business Intelligence Developer
6 14 (10.94%) Consultant
6 14 (10.94%) Database Developer
7 13 (10.16%) Business Intelligence Consultant
8 12 (9.38%) Data Analyst
9 9 (7.03%) Business Consultant
10 7 (5.47%) Business Intelligence Analyst
10 7 (5.47%) Support Analyst
11 6 (4.69%) Business Support Analyst
11 6 (4.69%) SQL BI Developer
11 6 (4.69%) SQL Database Developer
12 5 (3.91%) Business Analyst
12 5 (3.91%) Business Intelligence Support Analyst
12 5 (3.91%) Lead Developer
12 5 (3.91%) Team Leader
13 4 (3.13%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (15.63%) .NET
2 17 (13.28%) ASP.NET
3 16 (12.50%) ASP.NET MVC
4 11 (8.59%) ASP.NET MVC 5
4 11 (8.59%) ASP.NET Web API
4 11 (8.59%) Node.js
4 11 (8.59%) RESTful
4 11 (8.59%) WCF
5 1 (0.78%) Middleware
5 1 (0.78%) Oracle Fusion
5 1 (0.78%) REST
Miscellaneous
1 38 (29.69%) Analytical Skills
2 7 (5.47%) Greenfield Project
3 6 (4.69%) Enterprise Software
4 3 (2.34%) Management Information System
5 2 (1.56%) Algorithms
6 1 (0.78%) Computer Science
6 1 (0.78%) Data Centre
6 1 (0.78%) Data Structures
6 1 (0.78%) FMCG
6 1 (0.78%) Replication
6 1 (0.78%) User Experience
Operating Systems
1 7 (5.47%) Unix
2 3 (2.34%) Linux
3 1 (0.78%) AIX
3 1 (0.78%) CentOS
3 1 (0.78%) Red Hat Enterprise Linux
3 1 (0.78%) Ubuntu
3 1 (0.78%) Windows
3 1 (0.78%) Windows Server
3 1 (0.78%) Windows Server 2008
Processes & Methodologies
1 57 (44.53%) ETL
2 31 (24.22%) Visualisation
3 28 (21.88%) Analytics
4 27 (21.09%) Agile Software Development
5 26 (20.31%) Data Modelling
6 19 (14.84%) Problem-Solving
7 16 (12.50%) Data Analysis
7 16 (12.50%) Data Visualisation
7 16 (12.50%) MVC
8 14 (10.94%) Stakeholder Management
9 13 (10.16%) Master Data Management
10 12 (9.38%) CRM
10 12 (9.38%) TDD
11 11 (8.59%) BDD
11 11 (8.59%) Creative Thinking
11 11 (8.59%) Data Engineering
11 11 (8.59%) Web Application Development
12 10 (7.81%) SDLC
13 9 (7.03%) Database Theory
13 9 (7.03%) Relational Database Theory
Programming Languages
1 77 (60.16%) SQL
2 35 (27.34%) T-SQL
3 19 (14.84%) C#
4 13 (10.16%) Python
5 11 (8.59%) Ruby
6 10 (7.81%) PL/SQL
7 9 (7.03%) Bash Shell
7 9 (7.03%) Scala
8 7 (5.47%) JavaScript
9 3 (2.34%) Java
9 3 (2.34%) R
10 2 (1.56%) C++
10 2 (1.56%) SOQL
10 2 (1.56%) VB
11 1 (0.78%) Data Analysis Expressions (DAX)
11 1 (0.78%) PowerShell
11 1 (0.78%) Shell Script
11 1 (0.78%) VBA
Qualifications
1 6 (4.69%) Degree
2 2 (1.56%) Microsoft Certification
3 1 (0.78%) CISSP
3 1 (0.78%) MCP
3 1 (0.78%) MCSA
3 1 (0.78%) MCSE
3 1 (0.78%) Numerate Degree
Quality Assurance & Compliance
1 12 (9.38%) Data Quality
2 5 (3.91%) QA
3 2 (1.56%) GDPR
4 1 (0.78%) Cyber Essentials
4 1 (0.78%) GAAP
4 1 (0.78%) HIPAA
4 1 (0.78%) PMO
4 1 (0.78%) Sarbanes-Oxley
4 1 (0.78%) SSAE 16
System Software
1 1 (0.78%) Active Directory
1 1 (0.78%) Docker
1 1 (0.78%) Hyper-V
1 1 (0.78%) VMware ESXi
Systems Management
1 8 (6.25%) Systems Management Server (SMS)
2 1 (0.78%) Ansible
2 1 (0.78%) Opscode Chef
2 1 (0.78%) Oracle RMAN
2 1 (0.78%) Puppet
2 1 (0.78%) Single Sign-On
Vendors
1 47 (36.72%) Microsoft
2 29 (22.66%) Oracle
3 27 (21.09%) Tableau
4 20 (15.63%) Cognos
5 10 (7.81%) MicroStrategy
5 10 (7.81%) SAP
6 7 (5.47%) Informatica
7 5 (3.91%) IBM
7 5 (3.91%) Vertica
8 4 (3.13%) Salesforce.com
9 3 (2.34%) Alteryx
10 2 (1.56%) OutlookSoft
11 1 (0.78%) Google
11 1 (0.78%) Mitel
11 1 (0.78%) Sophos
11 1 (0.78%) Talend
11 1 (0.78%) Twitter
11 1 (0.78%) Veeam
11 1 (0.78%) Verint
11 1 (0.78%) VMware