Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 46 62 35
Rank change year-on-year +16 -27 -2
Permanent jobs citing Business Intelligence 136 95 196
As % of all permanent IT jobs advertised in Glasgow 5.92% 4.18% 7.99%
As % of the Processes & Methodologies category 6.26% 4.49% 8.50%
Number of salaries quoted 115 32 138
Glasgow median annual salary £42,500 £40,000 £47,500
Median salary % change year-on-year +6.25% -15.79% +9.20%
10th Percentile £28,250 £26,825 £26,250
90th Percentile £77,500 £57,375 £65,000
Scotland median annual salary £43,679 £45,000 £47,500
% change year-on-year -2.94% -5.26% +7.95%

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 2,174 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 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 20 August 2018.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 20 August 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 75 (55.15%) SQL
2 51 (37.50%) Microsoft
3 50 (36.76%) ETL
3 50 (36.76%) SQL Server
4 36 (26.47%) SQL Server Reporting Services
4 36 (26.47%) SQL Server Integration Services
4 36 (26.47%) Power BI
5 33 (24.26%) Agile Software Development
6 31 (22.79%) Analytics
7 30 (22.06%) .NET
8 29 (21.32%) C#
8 29 (21.32%) Data Warehouse
9 27 (19.85%) Data Modelling
9 27 (19.85%) ASP.NET
10 26 (19.12%) WCF
10 26 (19.12%) Git (software)
10 26 (19.12%) NoSQL
10 26 (19.12%) ASP.NET Web API
11 25 (18.38%) Analytical Skills
11 25 (18.38%) SQL Server Analysis Services
11 25 (18.38%) T-SQL
12 24 (17.65%) Finance
12 24 (17.65%) TDD
13 23 (16.91%) Ruby
13 23 (16.91%) QlikView
13 23 (16.91%) RESTful
13 23 (16.91%) ASP.NET MVC
13 23 (16.91%) BDD
13 23 (16.91%) MVC
13 23 (16.91%) Node.js

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 8 (5.88%) SharePoint
2 2 (1.47%) SAS
3 1 (0.74%) Apache Spark
3 1 (0.74%) IIS
3 1 (0.74%) Oracle SOA Suite
3 1 (0.74%) WebLogic
Applications
1 9 (6.62%) Microsoft Excel
2 7 (5.15%) Microsoft Office
3 4 (2.94%) Microsoft PowerPoint
4 2 (1.47%) MS Visio
Business Applications
1 5 (3.68%) Cognos Business Intelligence
1 5 (3.68%) Cognos TM1
2 4 (2.94%) Dynamics CRM
3 3 (2.21%) Cognos Controller
4 2 (1.47%) Dynamics AX
5 1 (0.74%) Oracle Applications
5 1 (0.74%) Oracle EBS
5 1 (0.74%) SAP HCM
5 1 (0.74%) SAP HR
Cloud Services
1 15 (11.03%) Microsoft Azure
2 8 (5.88%) Amazon AWS
3 7 (5.15%) Azure Data Factory
4 4 (2.94%) Cloud Computing
5 3 (2.21%) Amazon SQS
5 3 (2.21%) Dynamics 365
5 3 (2.21%) Google Cloud Platform
6 2 (1.47%) Office 365
7 1 (0.74%) Google Analytics
7 1 (0.74%) Trello
Communications & Networking
1 4 (2.94%) HTTP
2 1 (0.74%) DNS
2 1 (0.74%) Firewall
2 1 (0.74%) Internet
2 1 (0.74%) SAN
2 1 (0.74%) SSL
2 1 (0.74%) TCP/IP
Database & Business Intelligence
1 50 (36.76%) SQL Server
2 36 (26.47%) Power BI
2 36 (26.47%) SQL Server Integration Services
2 36 (26.47%) SQL Server Reporting Services
3 29 (21.32%) Data Warehouse
4 26 (19.12%) NoSQL
5 25 (18.38%) SQL Server Analysis Services
6 23 (16.91%) QlikView
6 23 (16.91%) SQL Server 2016
7 12 (8.82%) Relational Database
8 8 (5.88%) Big Data
8 8 (5.88%) Data Mining
8 8 (5.88%) Qlik Sense
8 8 (5.88%) RDBMS
9 7 (5.15%) BusinessObjects
9 7 (5.15%) Data Lake
10 5 (3.68%) MySQL
11 4 (2.94%) Azure SQL Data Warehouse
11 4 (2.94%) Enterprise Data Warehouse
11 4 (2.94%) SQL Server 2012
Development Applications
1 26 (19.12%) Git (software)
2 6 (4.41%) Oracle Forms
3 1 (0.74%) Visual Studio
General
1 24 (17.65%) Finance
2 4 (2.94%) Legal
3 3 (2.21%) Advertising
3 3 (2.21%) Banking
3 3 (2.21%) Marketing
4 2 (1.47%) Investment Banking
4 2 (1.47%) Law
4 2 (1.47%) Manufacturing
4 2 (1.47%) Retail
5 1 (0.74%) Back Office
5 1 (0.74%) Electronics
5 1 (0.74%) Telecoms
Job Titles
1 60 (44.12%) Developer
2 41 (30.15%) Analyst
3 24 (17.65%) .NET Developer
4 14 (10.29%) Business Intelligence Developer
5 11 (8.09%) Data Analyst
5 11 (8.09%) SQL Developer
6 10 (7.35%) Business Intelligence Analyst
7 9 (6.62%) Consultant
8 8 (5.88%) Data Integration Developer
8 8 (5.88%) Database Developer
8 8 (5.88%) Integration Developer
8 8 (5.88%) Senior Analyst
8 8 (5.88%) Support Analyst
9 6 (4.41%) Business Support Analyst
9 6 (4.41%) Integration Analyst
9 6 (4.41%) Senior Integration Analyst
9 6 (4.41%) Team Leader
10 5 (3.68%) Business Intelligence Support Analyst
10 5 (3.68%) SQL Database Developer
11 4 (2.94%) Data Engineer
Libraries, Frameworks & Software Standards
1 30 (22.06%) .NET
2 27 (19.85%) ASP.NET
3 26 (19.12%) ASP.NET Web API
3 26 (19.12%) WCF
4 23 (16.91%) ASP.NET MVC
4 23 (16.91%) ASP.NET MVC 5
4 23 (16.91%) Node.js
4 23 (16.91%) RESTful
5 3 (2.21%) .NET Framework
5 3 (2.21%) Akka.NET
5 3 (2.21%) Entity Framework
5 3 (2.21%) RabbitMQ
5 3 (2.21%) REST
5 3 (2.21%) Web Services
6 1 (0.74%) Middleware
6 1 (0.74%) Oracle Fusion
6 1 (0.74%) SAP Basis
Miscellaneous
1 25 (18.38%) Analytical Skills
2 7 (5.15%) Algorithms
2 7 (5.15%) Greenfield Project
3 3 (2.21%) Management Information System
4 1 (0.74%) Computer Science
4 1 (0.74%) Data Centre
4 1 (0.74%) Driving Licence
4 1 (0.74%) Enterprise Software
4 1 (0.74%) FMCG
4 1 (0.74%) Replication
4 1 (0.74%) User Experience
Operating Systems
1 7 (5.15%) Unix
2 4 (2.94%) Linux
3 2 (1.47%) Ubuntu
3 2 (1.47%) Windows
3 2 (1.47%) Windows Server
3 2 (1.47%) Windows Server 2008
4 1 (0.74%) AIX
4 1 (0.74%) CentOS
4 1 (0.74%) Red Hat Enterprise Linux
4 1 (0.74%) Windows Server 2003
Processes & Methodologies
1 50 (36.76%) ETL
2 33 (24.26%) Agile Software Development
3 31 (22.79%) Analytics
4 27 (19.85%) Data Modelling
5 24 (17.65%) TDD
6 23 (16.91%) BDD
6 23 (16.91%) MVC
6 23 (16.91%) Web Application Development
7 17 (12.50%) Data Analysis
7 17 (12.50%) Data Integration
8 15 (11.03%) Visualisation
9 14 (10.29%) Data Virtualisation
10 13 (9.56%) Creative Thinking
10 13 (9.56%) Master Data Management
10 13 (9.56%) Problem-Solving
11 11 (8.09%) Stakeholder Management
12 10 (7.35%) Data Analytics
12 10 (7.35%) Machine Learning
13 8 (5.88%) CRM
13 8 (5.88%) Process Improvement
Programming Languages
1 75 (55.15%) SQL
2 29 (21.32%) C#
3 25 (18.38%) T-SQL
4 23 (16.91%) Ruby
5 9 (6.62%) PL/SQL
6 6 (4.41%) Python
7 4 (2.94%) R
8 2 (1.47%) C++
8 2 (1.47%) Java
8 2 (1.47%) JavaScript
8 2 (1.47%) SOQL
8 2 (1.47%) VBA
9 1 (0.74%) Bash Shell
9 1 (0.74%) PowerShell
9 1 (0.74%) Scala
9 1 (0.74%) Shell Script
9 1 (0.74%) VB
Qualifications
1 5 (3.68%) Degree
2 2 (1.47%) Microsoft Certification
3 1 (0.74%) CISSP
3 1 (0.74%) MCP
3 1 (0.74%) MCSA
3 1 (0.74%) MCSE
Quality Assurance & Compliance
1 3 (2.21%) Data Quality
2 2 (1.47%) GDPR
2 2 (1.47%) QA
3 1 (0.74%) Cyber Essentials
3 1 (0.74%) GAAP
3 1 (0.74%) HIPAA
3 1 (0.74%) PMO
3 1 (0.74%) Sarbanes-Oxley
3 1 (0.74%) SSAE 16
System Software
1 2 (1.47%) VMware ESXi
2 1 (0.74%) Active Directory
2 1 (0.74%) HDFS
2 1 (0.74%) Hyper-V
2 1 (0.74%) vSphere
Systems Management
1 8 (5.88%) Systems Management Server (SMS)
2 1 (0.74%) Oracle RMAN
2 1 (0.74%) Single Sign-On
Vendors
1 51 (37.50%) Microsoft
2 20 (14.71%) Oracle
3 16 (11.76%) Tableau
4 13 (9.56%) Cognos
4 13 (9.56%) SAP
5 12 (8.82%) MicroStrategy
6 7 (5.15%) Informatica
7 5 (3.68%) Vertica
8 4 (2.94%) Google
8 4 (2.94%) IBM
8 4 (2.94%) Salesforce.com
9 2 (1.47%) Alteryx
9 2 (1.47%) OutlookSoft
9 2 (1.47%) VMware
10 1 (0.74%) Mitel
10 1 (0.74%) NetApp
10 1 (0.74%) Sophos
10 1 (0.74%) Talend
10 1 (0.74%) Twitter
10 1 (0.74%) Veeam