Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 55 60 29
Rank change year-on-year +5 -31 +10
Permanent jobs citing Business Intelligence 144 83 227
As % of all permanent IT jobs advertised in Glasgow 5.89% 4.21% 8.64%
As % of the Processes & Methodologies category 6.21% 4.52% 9.25%
Number of salaries quoted 124 42 179
Glasgow median annual salary £42,500 £37,500 £47,500
Median salary % change year-on-year +13.33% -21.05% +11.76%
10th Percentile £28,250 £27,000 £31,000
90th Percentile £77,500 £55,000 £65,000
Scotland median annual salary £45,000 £43,500 £47,500
% change year-on-year +3.45% -8.42% +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 2,317 1,835 2,453
As % of all permanent IT jobs advertised in Glasgow 94.84% 93.15% 93.34%
Number of salaries quoted 1,681 1,138 1,419
Glasgow median annual salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.56% +3.45% +1.46%
10th Percentile £31,250 £29,425 £27,500
90th Percentile £70,000 £68,750 £62,500
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 2018.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 24 May 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 81 (56.25%) SQL
2 64 (44.44%) SQL Server
3 62 (43.06%) Microsoft
4 49 (34.03%) Agile Software Development
4 49 (34.03%) ETL
5 42 (29.17%) .NET
5 42 (29.17%) C#
6 41 (28.47%) Analytics
7 38 (26.39%) ASP.NET
8 37 (25.69%) SQL Server Reporting Services
8 37 (25.69%) WCF
8 37 (25.69%) ASP.NET Web API
9 36 (25.00%) Git (software)
9 36 (25.00%) NoSQL
10 35 (24.31%) SQL Server 2016
11 32 (22.22%) TDD
11 32 (22.22%) SQL Server Integration Services
12 31 (21.53%) Data Warehouse
13 30 (20.83%) MVC
13 30 (20.83%) ASP.NET MVC
13 30 (20.83%) Web Application Development
14 29 (20.14%) Node.js
14 29 (20.14%) BDD
14 29 (20.14%) RESTful
14 29 (20.14%) Ruby
14 29 (20.14%) ASP.NET MVC 5
14 29 (20.14%) Power BI
15 28 (19.44%) Finance
16 27 (18.75%) Data Integration
17 26 (18.06%) SQL Server Analysis Services

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 5 (3.47%) Oracle SOA Suite
1 5 (3.47%) SharePoint
1 5 (3.47%) WebLogic
2 2 (1.39%) Apache Spark
3 1 (0.69%) IIS
Applications
1 4 (2.78%) Microsoft Excel
1 4 (2.78%) Microsoft Office
2 2 (1.39%) Microsoft PowerPoint
3 1 (0.69%) Microsoft Project
Business Applications
1 6 (4.17%) Dynamics CRM
2 5 (3.47%) Oracle EBS
3 3 (2.08%) Cognos Business Intelligence
3 3 (2.08%) Cognos Controller
3 3 (2.08%) Cognos TM1
4 2 (1.39%) Dynamics AX
4 2 (1.39%) Oracle Applications
Cloud Services
1 26 (18.06%) Microsoft Azure
2 16 (11.11%) Amazon AWS
3 11 (7.64%) Azure Data Factory
4 9 (6.25%) Cloud Computing
5 8 (5.56%) Amazon SQS
6 7 (4.86%) Google Cloud Platform
7 6 (4.17%) Dynamics 365
8 1 (0.69%) Google Analytics
Communications & Networking
1 11 (7.64%) HTTP
2 1 (0.69%) DNS
2 1 (0.69%) Internet
2 1 (0.69%) SAN
2 1 (0.69%) TCP/IP
Database & Business Intelligence
1 64 (44.44%) SQL Server
2 37 (25.69%) SQL Server Reporting Services
3 36 (25.00%) NoSQL
4 35 (24.31%) SQL Server 2016
5 32 (22.22%) SQL Server Integration Services
6 31 (21.53%) Data Warehouse
7 29 (20.14%) Power BI
8 26 (18.06%) SQL Server Analysis Services
9 20 (13.89%) Relational Database
10 19 (13.19%) Big Data
11 17 (11.81%) QlikView
12 14 (9.72%) RDBMS
13 11 (7.64%) Data Lake
13 11 (7.64%) Data Mining
14 8 (5.56%) Apache Cassandra
14 8 (5.56%) Cosmos DB
14 8 (5.56%) CouchDB
14 8 (5.56%) Oracle Database
15 7 (4.86%) MySQL
16 6 (4.17%) Oracle Reports
Development Applications
1 36 (25.00%) Git (software)
2 6 (4.17%) Oracle Forms
3 1 (0.69%) Visual Studio
General
1 28 (19.44%) Finance
2 5 (3.47%) Advertising
3 4 (2.78%) Banking
4 3 (2.08%) Manufacturing
5 2 (1.39%) Legal
6 1 (0.69%) Retail
6 1 (0.69%) Telecoms
Job Titles
1 60 (41.67%) Developer
2 35 (24.31%) .NET Developer
3 31 (21.53%) Analyst
4 18 (12.50%) Consultant
5 11 (7.64%) Data Integration Developer
5 11 (7.64%) Integration Developer
6 10 (6.94%) DBA
6 10 (6.94%) Senior Analyst
7 9 (6.25%) Business Intelligence Developer
7 9 (6.25%) Data Scientist
7 9 (6.25%) Integration Analyst
7 9 (6.25%) Senior Integration Analyst
8 8 (5.56%) Business Intelligence Analyst
9 7 (4.86%) Data Engineer
9 7 (4.86%) Support Analyst
10 5 (3.47%) Business Intelligence Support Analyst
10 5 (3.47%) CRM Consultant
10 5 (3.47%) Graduate
10 5 (3.47%) Oracle Applications DBA
10 5 (3.47%) SQL DBA
Libraries, Frameworks & Software Standards
1 42 (29.17%) .NET
2 38 (26.39%) ASP.NET
3 37 (25.69%) ASP.NET Web API
3 37 (25.69%) WCF
4 30 (20.83%) ASP.NET MVC
5 29 (20.14%) ASP.NET MVC 5
5 29 (20.14%) Node.js
5 29 (20.14%) RESTful
6 8 (5.56%) .NET Framework
6 8 (5.56%) Akka.NET
6 8 (5.56%) Entity Framework
6 8 (5.56%) RabbitMQ
6 8 (5.56%) REST
6 8 (5.56%) Web Services
7 5 (3.47%) Middleware
7 5 (3.47%) Oracle Fusion
8 1 (0.69%) Bokeh
8 1 (0.69%) PySpark
8 1 (0.69%) SAP Basis
8 1 (0.69%) SparkR
Miscellaneous
1 15 (10.42%) Analytical Skills
2 12 (8.33%) Algorithms
3 10 (6.94%) Replication
4 7 (4.86%) Greenfield Project
5 6 (4.17%) Clustering
5 6 (4.17%) Data Centre
6 3 (2.08%) Driving Licence
6 3 (2.08%) Management Information System
7 2 (1.39%) Social Media
8 1 (0.69%) Enterprise Software
8 1 (0.69%) FMCG
8 1 (0.69%) Renewable Energy
Operating Systems
1 11 (7.64%) Unix
2 6 (4.17%) Linux
2 6 (4.17%) Windows
3 5 (3.47%) AIX
4 1 (0.69%) Ubuntu
4 1 (0.69%) Windows Server
4 1 (0.69%) Windows Server 2003
4 1 (0.69%) Windows Server 2008
Processes & Methodologies
1 49 (34.03%) Agile Software Development
1 49 (34.03%) ETL
2 41 (28.47%) Analytics
3 32 (22.22%) TDD
4 30 (20.83%) MVC
4 30 (20.83%) Web Application Development
5 29 (20.14%) BDD
6 27 (18.75%) Data Integration
7 26 (18.06%) Data Modelling
8 20 (13.89%) Data Virtualisation
9 18 (12.50%) Data Analytics
10 15 (10.42%) Machine Learning
10 15 (10.42%) Performance Tuning
11 14 (9.72%) DevOps
12 13 (9.03%) SOA
13 12 (8.33%) Data Analysis
14 11 (7.64%) Problem-Solving
15 10 (6.94%) Data Science
15 10 (6.94%) High Availability
15 10 (6.94%) Master Data Management
Programming Languages
1 81 (56.25%) SQL
2 42 (29.17%) C#
3 29 (20.14%) Ruby
4 19 (13.19%) T-SQL
5 10 (6.94%) Python
6 9 (6.25%) PowerShell
6 9 (6.25%) R
7 6 (4.17%) PL/SQL
8 5 (3.47%) Shell Script
9 2 (1.39%) Java
9 2 (1.39%) VBA
10 1 (0.69%) C++
10 1 (0.69%) HiveQL
10 1 (0.69%) JavaScript
10 1 (0.69%) Scala
Qualifications
1 6 (4.17%) Degree
2 1 (0.69%) MCP
2 1 (0.69%) Microsoft Certification
2 1 (0.69%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (2.08%) Data Quality
System Software
1 5 (3.47%) Active Directory
2 2 (1.39%) HDFS
3 1 (0.69%) VMware ESXi
3 1 (0.69%) vSphere
Systems Management
1 5 (3.47%) Oracle RMAN
1 5 (3.47%) Single Sign-On
Vendors
1 62 (43.06%) Microsoft
2 23 (15.97%) Oracle
3 12 (8.33%) Cognos
4 9 (6.25%) Informatica
5 8 (5.56%) Google
6 7 (4.86%) MicroStrategy
6 7 (4.86%) Tableau
7 6 (4.17%) SAP
8 5 (3.47%) IDERA
8 5 (3.47%) RedGate
8 5 (3.47%) SolarWinds
8 5 (3.47%) Vertica
9 3 (2.08%) Virgin Media
10 2 (1.39%) IBM
10 2 (1.39%) OutlookSoft
11 1 (0.69%) HP
11 1 (0.69%) NetApp
11 1 (0.69%) VMware