Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 50 44 42
Rank change year-on-year -6 -2 -8
Permanent jobs citing Business Intelligence 127 128 117
As % of all permanent IT jobs advertised in Glasgow 6.01% 5.54% 5.70%
As % of the Processes & Methodologies category 6.39% 5.98% 6.12%
Number of salaries quoted 96 61 74
Glasgow median annual salary £45,000 £45,000 £49,250
Median salary % change year-on-year - -8.63% +3.68%
10th Percentile £31,875 £31,250 £31,150
90th Percentile £75,625 £62,000 £60,000
Scotland median annual salary £45,000 £45,000 £48,000
% change year-on-year - -6.25% +1.05%

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 1,988 2,141 1,912
As % of all permanent IT jobs advertised in Glasgow 94.08% 92.68% 93.13%
Number of salaries quoted 1,425 1,381 1,059
Glasgow median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% -
10th Percentile £31,100 £31,250 £28,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,603 £44,500
% change year-on-year +0.89% +0.23% +4.71%

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 13 December 2018.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 13 December 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 69 (54.33%) SQL
2 57 (44.88%) Power BI
3 49 (38.58%) ETL
4 47 (37.01%) SQL Server
5 44 (34.65%) Microsoft
6 43 (33.86%) Data Warehouse
7 41 (32.28%) Analytical Skills
8 39 (30.71%) SQL Server Reporting Services
9 38 (29.92%) SQL Server Integration Services
10 34 (26.77%) Visualisation
11 32 (25.20%) T-SQL
11 32 (25.20%) Tableau
12 31 (24.41%) Analytics
13 26 (20.47%) Microsoft Azure
14 25 (19.69%) Agile Software Development
15 23 (18.11%) SQL Server Analysis Services
15 23 (18.11%) Data Modelling
16 21 (16.54%) Oracle
16 21 (16.54%) QlikView
17 19 (14.96%) Data Analysis
17 19 (14.96%) Data Visualisation
17 19 (14.96%) Python
17 19 (14.96%) Problem-Solving
18 17 (13.39%) Finance
18 17 (13.39%) Amazon AWS
19 16 (12.60%) .NET
19 16 (12.60%) C#
20 15 (11.81%) ASP.NET
21 14 (11.02%) Stakeholder Management
21 14 (11.02%) CRM

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 (4.72%) SharePoint
2 4 (3.15%) SAS
3 1 (0.79%) Elasticsearch
3 1 (0.79%) Exchange Server 2010
3 1 (0.79%) JBoss
3 1 (0.79%) MS Exchange
3 1 (0.79%) WebLogic
3 1 (0.79%) WebSphere
3 1 (0.79%) WebSphere Application Server
3 1 (0.79%) WildFly
Applications
1 9 (7.09%) Microsoft Office
2 8 (6.30%) Microsoft Excel
3 5 (3.94%) MS Visio
4 4 (3.15%) Microsoft PowerPoint
4 4 (3.15%) OmniGraffle
5 1 (0.79%) Spreadsheet
Business Applications
1 7 (5.51%) Dynamics AX
1 7 (5.51%) Dynamics CRM
2 3 (2.36%) Cognos TM1
3 2 (1.57%) Cognos Business Intelligence
4 1 (0.79%) Cognos Controller
4 1 (0.79%) SAP HCM
4 1 (0.79%) SAP HR
Cloud Services
1 26 (20.47%) Microsoft Azure
2 17 (13.39%) Amazon AWS
3 6 (4.72%) SaaS
4 4 (3.15%) Lucidchart
5 2 (1.57%) Amazon SQS
5 2 (1.57%) Google Cloud Platform
5 2 (1.57%) Office 365
6 1 (0.79%) Dynamics 365
6 1 (0.79%) Trello
Communications & Networking
1 2 (1.57%) HTTP
2 1 (0.79%) Firewall
2 1 (0.79%) SSL
Database & Business Intelligence
1 57 (44.88%) Power BI
2 47 (37.01%) SQL Server
3 43 (33.86%) Data Warehouse
4 39 (30.71%) SQL Server Reporting Services
5 38 (29.92%) SQL Server Integration Services
6 23 (18.11%) SQL Server Analysis Services
7 21 (16.54%) QlikView
8 14 (11.02%) Relational Database
9 10 (7.87%) Big Data
9 10 (7.87%) BusinessObjects
10 9 (7.09%) Data Mining
11 5 (3.94%) NoSQL
12 4 (3.15%) MySQL
12 4 (3.15%) SQL Server 2012
13 3 (2.36%) Azure SQL Data Warehouse
13 3 (2.36%) Enterprise Data Warehouse
13 3 (2.36%) Oracle Database
13 3 (2.36%) Qlik Sense
13 3 (2.36%) SQL Server 2016
14 2 (1.57%) Cosmos DB
Development Applications
1 6 (4.72%) Git (software)
2 4 (3.15%) Oracle Forms
2 4 (3.15%) Visual Studio
3 2 (1.57%) Artifactory
3 2 (1.57%) Hudson
3 2 (1.57%) Jenkins
3 2 (1.57%) Maven
3 2 (1.57%) SQL Server Management Studio (SSMS)
3 2 (1.57%) TeamCity
4 1 (0.79%) Android Studio
4 1 (0.79%) Eclipse
4 1 (0.79%) Subversion
General
1 17 (13.39%) Finance
2 4 (3.15%) Retail
3 3 (2.36%) Banking
3 3 (2.36%) Marketing
4 2 (1.57%) Investment Banking
4 2 (1.57%) Law
4 2 (1.57%) Legal
5 1 (0.79%) Back Office
5 1 (0.79%) Electronics
5 1 (0.79%) Manufacturing
5 1 (0.79%) Telecoms
Job Titles
1 53 (41.73%) Developer
2 28 (22.05%) Analyst
3 20 (15.75%) SQL Developer
4 16 (12.60%) Business Intelligence Developer
5 15 (11.81%) Consultant
6 14 (11.02%) Business Intelligence Consultant
6 14 (11.02%) Database Developer
7 12 (9.45%) Data Analyst
8 10 (7.87%) Business Consultant
9 9 (7.09%) .NET Developer
9 9 (7.09%) SQL BI Developer
10 8 (6.30%) Business Analyst
11 7 (5.51%) Team Leader
12 6 (4.72%) Architect
12 6 (4.72%) Data Scientist
12 6 (4.72%) Lead Developer
12 6 (4.72%) Senior Developer
12 6 (4.72%) SQL Database Developer
13 5 (3.94%) Software Developer
14 4 (3.15%) Solutions Architect
Libraries, Frameworks & Software Standards
1 16 (12.60%) .NET
2 15 (11.81%) ASP.NET
3 10 (7.87%) ASP.NET MVC
4 5 (3.94%) ASP.NET Web API
4 5 (3.94%) WCF
5 4 (3.15%) RESTful
6 3 (2.36%) ASP.NET MVC 5
6 3 (2.36%) Node.js
6 3 (2.36%) REST
7 2 (1.57%) .NET Framework
7 2 (1.57%) Akka.NET
7 2 (1.57%) Entity Framework
7 2 (1.57%) RabbitMQ
7 2 (1.57%) Web Services
8 1 (0.79%) CSS
8 1 (0.79%) EJB
8 1 (0.79%) EJB 3.0
8 1 (0.79%) Hibernate
8 1 (0.79%) JPA
8 1 (0.79%) Struts2
Miscellaneous
1 41 (32.28%) Analytical Skills
2 7 (5.51%) Enterprise Software
2 7 (5.51%) Greenfield Project
3 6 (4.72%) Algorithms
4 2 (1.57%) Data Structures
4 2 (1.57%) Management Information System
4 2 (1.57%) User Experience
5 1 (0.79%) FMCG
Operating Systems
1 2 (1.57%) Linux
2 1 (0.79%) Android
2 1 (0.79%) Apple iOS
2 1 (0.79%) CentOS
2 1 (0.79%) Red Hat Enterprise Linux
2 1 (0.79%) Ubuntu
2 1 (0.79%) Windows
2 1 (0.79%) Windows Server
2 1 (0.79%) Windows Server 2008
Processes & Methodologies
1 49 (38.58%) ETL
2 34 (26.77%) Visualisation
3 31 (24.41%) Analytics
4 25 (19.69%) Agile Software Development
5 23 (18.11%) Data Modelling
6 19 (14.96%) Data Analysis
6 19 (14.96%) Data Visualisation
6 19 (14.96%) Problem-Solving
7 14 (11.02%) CRM
7 14 (11.02%) Stakeholder Management
8 11 (8.66%) Data Engineering
8 11 (8.66%) Data Extraction
8 11 (8.66%) Master Data Management
9 10 (7.87%) Database Theory
9 10 (7.87%) MVC
9 10 (7.87%) Procedural Programming
9 10 (7.87%) Relational Database Theory
9 10 (7.87%) Waterfall
10 9 (7.09%) ERP
10 9 (7.09%) User Stories
Programming Languages
1 69 (54.33%) SQL
2 32 (25.20%) T-SQL
3 19 (14.96%) Python
4 16 (12.60%) C#
5 10 (7.87%) Bash Shell
5 10 (7.87%) JavaScript
5 10 (7.87%) Scala
6 8 (6.30%) R
7 7 (5.51%) PL/SQL
8 3 (2.36%) Java
8 3 (2.36%) Ruby
9 2 (1.57%) SOQL
9 2 (1.57%) VB
10 1 (0.79%) C++
10 1 (0.79%) Data Analysis Expressions (DAX)
10 1 (0.79%) MATLAB
10 1 (0.79%) PowerShell
10 1 (0.79%) VBA
Qualifications
1 8 (6.30%) Degree
2 3 (2.36%) PRINCE2 Certification
3 1 (0.79%) CISSP
3 1 (0.79%) Computer Science Degree
3 1 (0.79%) ITIL Certification
3 1 (0.79%) MCSA
3 1 (0.79%) MCSE
3 1 (0.79%) Microsoft Certification
3 1 (0.79%) Numerate Degree
Quality Assurance & Compliance
1 13 (10.24%) Data Quality
2 8 (6.30%) QA
3 2 (1.57%) GDPR
4 1 (0.79%) Cyber Essentials
4 1 (0.79%) GAAP
4 1 (0.79%) HIPAA
4 1 (0.79%) PMO
4 1 (0.79%) Sarbanes-Oxley
4 1 (0.79%) SSAE 16
System Software
1 2 (1.57%) Active Directory
1 2 (1.57%) Docker
2 1 (0.79%) Hyper-V
2 1 (0.79%) VMware ESXi
Systems Management
1 8 (6.30%) Systems Management Server (SMS)
2 2 (1.57%) Ansible
2 2 (1.57%) Opscode Chef
2 2 (1.57%) Puppet
Vendors
1 44 (34.65%) Microsoft
2 32 (25.20%) Tableau
3 21 (16.54%) Oracle
4 14 (11.02%) Cognos
5 11 (8.66%) MicroStrategy
5 11 (8.66%) SAP
6 5 (3.94%) Salesforce.com
7 3 (2.36%) Alteryx
8 2 (1.57%) Google
8 2 (1.57%) IBM
9 1 (0.79%) Hyperion
9 1 (0.79%) Mitel
9 1 (0.79%) Sophos
9 1 (0.79%) Symantec
9 1 (0.79%) Talend
9 1 (0.79%) Trillium
9 1 (0.79%) Veeam
9 1 (0.79%) Verint
9 1 (0.79%) VMware