Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 33 55 60
Rank change year-on-year +22 +5 -31
Permanent jobs citing Business Intelligence 131 144 83
As % of all permanent IT jobs advertised in Glasgow 6.85% 5.89% 4.21%
As % of the Processes & Methodologies category 7.32% 6.19% 4.51%
Number of salaries quoted 89 124 42
Glasgow median annual salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33% -21.05%
10th Percentile £34,500 £28,250 £27,000
90th Percentile £68,750 £77,500 £55,000
Scotland median annual salary £45,000 £45,000 £43,500
% change year-on-year - +3.45% -8.42%

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 1,790 2,327 1,841
As % of all permanent IT jobs advertised in Glasgow 93.62% 95.25% 93.45%
Number of salaries quoted 1,260 1,686 1,142
Glasgow median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +5.26%
10th Percentile £31,225 £31,250 £29,025
90th Percentile £67,500 £70,000 £68,700
Scotland median annual salary £45,000 £45,000 £45,000

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 24 May 2019.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 24 May 2019, 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 78 (59.54%) SQL
2 55 (41.98%) SQL Server
3 50 (38.17%) Microsoft
4 49 (37.40%) Power BI
4 49 (37.40%) Power Platform
5 47 (35.88%) ETL
5 47 (35.88%) SQL Server Integration Services
6 46 (35.11%) SQL Server Reporting Services
7 38 (29.01%) Data Warehouse
8 35 (26.72%) Analytics
9 32 (24.43%) T-SQL
9 32 (24.43%) Visualisation
10 30 (22.90%) Analytical Skills
11 29 (22.14%) SQL Server Analysis Services
12 27 (20.61%) Agile Software Development
13 23 (17.56%) Tableau
14 21 (16.03%) Python
15 20 (15.27%) QlikView
15 20 (15.27%) Microsoft Azure
16 19 (14.50%) Problem-Solving
17 18 (13.74%) Data Science
18 17 (12.98%) Stakeholder Management
18 17 (12.98%) .NET
19 16 (12.21%) Data Modelling
19 16 (12.21%) R
20 15 (11.45%) SharePoint
20 15 (11.45%) C#
20 15 (11.45%) Finance
21 14 (10.69%) Software Engineering
22 13 (9.92%) Office 365

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 15 (11.45%) SharePoint
2 10 (7.63%) SAS
3 6 (4.58%) SharePoint 2013
4 5 (3.82%) Apache Spark
5 3 (2.29%) SharePoint 2010
6 2 (1.53%) Apache
6 2 (1.53%) Apache Solr
6 2 (1.53%) JBoss
7 1 (0.76%) Jetty
7 1 (0.76%) nginx
7 1 (0.76%) Oracle SOA Suite
7 1 (0.76%) Umbraco
7 1 (0.76%) WebLogic
7 1 (0.76%) WebSphere
7 1 (0.76%) WebSphere Application Server
7 1 (0.76%) WildFly
Applications
1 7 (5.34%) Microsoft Office
2 5 (3.82%) Microsoft Excel
3 3 (2.29%) MS Visio
3 3 (2.29%) OmniGraffle
Business Applications
1 7 (5.34%) Dynamics CRM
2 3 (2.29%) Oracle EBS
3 2 (1.53%) Cognos Business Intelligence
3 2 (1.53%) Cognos TM1
3 2 (1.53%) Hyperion Planning
4 1 (0.76%) Oracle Applications
Cloud Services
1 49 (37.40%) Power Platform
2 20 (15.27%) Microsoft Azure
3 13 (9.92%) Office 365
4 7 (5.34%) Amazon AWS
5 5 (3.82%) Amazon S3
5 5 (3.82%) Azure Data Factory
6 4 (3.05%) Cloud Computing
6 4 (3.05%) PaaS
7 3 (2.29%) Amazon EC2
7 3 (2.29%) AWS Lambda
7 3 (2.29%) Lucidchart
7 3 (2.29%) Serverless
8 2 (1.53%) Amazon EMR
8 2 (1.53%) Amazon SQS
8 2 (1.53%) GitHub
8 2 (1.53%) Google Cloud Platform
8 2 (1.53%) SaaS
9 1 (0.76%) Trello
Communications & Networking
1 2 (1.53%) HTTP
2 1 (0.76%) DNS
2 1 (0.76%) Firewall
2 1 (0.76%) SSL
2 1 (0.76%) TCP/IP
Database & Business Intelligence
1 55 (41.98%) SQL Server
2 49 (37.40%) Power BI
3 47 (35.88%) SQL Server Integration Services
4 46 (35.11%) SQL Server Reporting Services
5 38 (29.01%) Data Warehouse
6 29 (22.14%) SQL Server Analysis Services
7 20 (15.27%) QlikView
8 11 (8.40%) Big Data
8 11 (8.40%) NoSQL
9 9 (6.87%) Data Lake
10 8 (6.11%) SQL Server 2012
11 7 (5.34%) BusinessObjects
11 7 (5.34%) Data Mining
11 7 (5.34%) Hadoop
12 6 (4.58%) Qlik Sense
13 5 (3.82%) Azure SQL Database
14 4 (3.05%) Crystal Reports
14 4 (3.05%) Oracle Database
14 4 (3.05%) Oracle ODI
15 3 (2.29%) Oracle Reports
Development Applications
1 8 (6.11%) Visual Studio
2 5 (3.82%) Git (software)
3 4 (3.05%) Oracle Forms
4 3 (2.29%) JIRA
5 2 (1.53%) Jenkins
5 2 (1.53%) Subversion
6 1 (0.76%) Android Studio
6 1 (0.76%) Ant
6 1 (0.76%) Eclipse
6 1 (0.76%) Maven
6 1 (0.76%) Selenium
6 1 (0.76%) SQL Server Management Studio (SSMS)
6 1 (0.76%) TeamCity
General
1 15 (11.45%) Finance
2 6 (4.58%) Marketing
3 4 (3.05%) Manufacturing
4 3 (2.29%) Telecoms
5 2 (1.53%) Law
5 2 (1.53%) Legal
6 1 (0.76%) Banking
6 1 (0.76%) Retail
6 1 (0.76%) Retail Banking
Job Titles
1 47 (35.88%) Developer
2 25 (19.08%) Business Intelligence Developer
3 18 (13.74%) Analyst
3 18 (13.74%) SQL Developer
4 14 (10.69%) Data Engineer
5 10 (7.63%) Data Scientist
6 8 (6.11%) Business Developer
6 8 (6.11%) Software Engineer
7 7 (5.34%) Business Analyst
8 6 (4.58%) Head of Management Information
8 6 (4.58%) Lead Developer
9 5 (3.82%) Architect
9 5 (3.82%) Data Analyst
9 5 (3.82%) Senior Data Engineer
9 5 (3.82%) Software Developer
9 5 (3.82%) SQL Analyst
10 4 (3.05%) Business Systems Analyst
10 4 (3.05%) Solutions Architect
10 4 (3.05%) SQL BI Developer
10 4 (3.05%) Systems Analyst
Libraries, Frameworks & Software Standards
1 17 (12.98%) .NET
2 10 (7.63%) ASP.NET
3 6 (4.58%) ASP.NET MVC
3 6 (4.58%) WPF
4 4 (3.05%) .NET Framework
4 4 (3.05%) Kafka
5 3 (2.29%) ASP.NET Web API
5 3 (2.29%) Entity Framework
5 3 (2.29%) Natural Language Processing
5 3 (2.29%) PySpark
5 3 (2.29%) Web Services
6 2 (1.53%) Akka.NET
6 2 (1.53%) HTML
6 2 (1.53%) LAPP Stack
6 2 (1.53%) RabbitMQ
6 2 (1.53%) REST
6 2 (1.53%) WCF
7 1 (0.76%) JPA
7 1 (0.76%) JSON
7 1 (0.76%) Velocity
Miscellaneous
1 30 (22.90%) Analytical Skills
2 9 (6.87%) Algorithms
3 7 (5.34%) Management Information System
4 6 (4.58%) Mobile App
5 5 (3.82%) Self-Motivation
6 3 (2.29%) Credit Risk
6 3 (2.29%) Digital Media
6 3 (2.29%) iSeries
6 3 (2.29%) User Experience
7 2 (1.53%) Data Structures
7 2 (1.53%) iPad
7 2 (1.53%) iPhone
8 1 (0.76%) Driving Licence
8 1 (0.76%) Enterprise Software
8 1 (0.76%) Linux Command Line
8 1 (0.76%) Virtual Team
Operating Systems
1 6 (4.58%) Apple iOS
2 4 (3.05%) Android
2 4 (3.05%) Linux
3 1 (0.76%) Unix
3 1 (0.76%) Windows
3 1 (0.76%) Windows Server
3 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 47 (35.88%) ETL
2 35 (26.72%) Analytics
3 32 (24.43%) Visualisation
4 27 (20.61%) Agile Software Development
5 19 (14.50%) Problem-Solving
6 18 (13.74%) Data Science
7 17 (12.98%) Stakeholder Management
8 16 (12.21%) Data Modelling
9 14 (10.69%) Software Engineering
10 13 (9.92%) Data Analysis
10 13 (9.92%) Data Transformation
11 11 (8.40%) Data Engineering
11 11 (8.40%) Performance Tuning
12 10 (7.63%) Machine Learning
12 10 (7.63%) Scrum
13 9 (6.87%) CRM
13 9 (6.87%) Data Management
13 9 (6.87%) Project Management
13 9 (6.87%) Use Case
14 8 (6.11%) Continuous Integration
Programming Languages
1 78 (59.54%) SQL
2 32 (24.43%) T-SQL
3 21 (16.03%) Python
4 16 (12.21%) R
5 15 (11.45%) C#
6 8 (6.11%) JavaScript
7 6 (4.58%) Java
8 5 (3.82%) Scala
9 4 (3.05%) PL/SQL
10 3 (2.29%) Bash Shell
10 3 (2.29%) Shell Script
11 2 (1.53%) VB
12 1 (0.76%) PowerShell
12 1 (0.76%) VBA
Qualifications
1 2 (1.53%) Degree
1 2 (1.53%) PRINCE2 Certification
2 1 (0.76%) Computer Science Degree
Quality Assurance & Compliance
1 12 (9.16%) Data Quality
2 8 (6.11%) QA
3 4 (3.05%) GDPR
4 2 (1.53%) ISO/IEC 27001
System Software
1 4 (3.05%) Apache Flume
2 2 (1.53%) Active Directory
2 2 (1.53%) HDFS
3 1 (0.76%) Hyper-V
3 1 (0.76%) VMware ESXi
3 1 (0.76%) VMware Infrastructure
3 1 (0.76%) vSphere
Systems Management
1 2 (1.53%) Hadoop YARN
2 1 (0.76%) Single Sign-On
2 1 (0.76%) WMI
Vendors
1 50 (38.17%) Microsoft
2 23 (17.56%) Tableau
3 11 (8.40%) Oracle
4 7 (5.34%) Cognos
5 6 (4.58%) Xamarin
6 5 (3.82%) Databricks
6 5 (3.82%) Hyperion
7 4 (3.05%) Cloudera
7 4 (3.05%) Hortonworks
7 4 (3.05%) IBM
7 4 (3.05%) MicroStrategy
8 3 (2.29%) Roku
8 3 (2.29%) Virgin Media
9 2 (1.53%) Google
9 2 (1.53%) Salesforce.com
9 2 (1.53%) SAP
10 1 (0.76%) Informatica
10 1 (0.76%) Sophos
10 1 (0.76%) Symantec
10 1 (0.76%) Veeam