Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Glasgow
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 47 47 26
Rank change year-on-year 0 -21 +16
Permanent jobs citing Business Intelligence 140 87 230
As % of all permanent IT jobs advertised in Glasgow 6.19% 4.68% 8.49%
As % of the Processes & Methodologies category 6.64% 5.07% 9.31%
Number of salaries quoted 88 49 194
Glasgow median annual salary £45,000 £42,500 £47,500
Median salary % change year-on-year +5.88% -10.53% +14.46%
10th Percentile £29,100 £27,000 £32,500
90th Percentile £77,500 £57,750 £63,750
Scotland median annual salary £45,000 £44,500 £47,500
% change year-on-year +1.12% -6.32% +11.76%

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 2,108 1,717 2,471
As % of all permanent IT jobs advertised in Glasgow 93.15% 92.36% 91.21%
Number of salaries quoted 1,434 1,026 1,520
Glasgow median annual salary £49,000 £44,500 £42,500
Median salary % change year-on-year +10.11% +4.71% -
10th Percentile £31,500 £30,875 £28,750
90th Percentile £70,000 £61,250 £61,250
Scotland median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 25 February 2018.

Salary histogram for Business Intelligence in Glasgow

For the 6 months to 25 February 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 82 (58.57%) SQL
2 65 (46.43%) Agile Software Development
3 64 (45.71%) Microsoft
4 50 (35.71%) SQL Server
5 42 (30.00%) Data Warehouse
6 38 (27.14%) Analytics
7 36 (25.71%) SQL Server Reporting Services
8 32 (22.86%) Finance
9 31 (22.14%) ETL
10 28 (20.00%) C#
10 28 (20.00%) SQL Server Integration Services
11 27 (19.29%) Power BI
12 26 (18.57%) Data Analytics
12 26 (18.57%) .NET
13 25 (17.86%) Microsoft Azure
13 25 (17.86%) Analytical Skills
14 23 (16.43%) T-SQL
15 21 (15.00%) ASP.NET
15 21 (15.00%) Relational Database
16 20 (14.29%) ASP.NET Web API
16 20 (14.29%) Big Data
16 20 (14.29%) WCF
17 19 (13.57%) Git (software)
17 19 (13.57%) NoSQL
17 19 (13.57%) Data Integration
17 19 (13.57%) SQL Server 2016
18 18 (12.86%) DevOps
18 18 (12.86%) Oracle
19 17 (12.14%) Data Modelling
19 17 (12.14%) SOA

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 (3.57%) SAS
2 4 (2.86%) Oracle SOA Suite
2 4 (2.86%) WebLogic
3 1 (0.71%) Apache Spark
3 1 (0.71%) SharePoint
Applications
1 8 (5.71%) MS Visio
2 6 (4.29%) Microsoft Office
3 4 (2.86%) Microsoft Excel
4 1 (0.71%) Microsoft PowerPoint
4 1 (0.71%) Microsoft Project
Business Applications
1 6 (4.29%) Dynamics CRM
2 4 (2.86%) Dynamics AX
2 4 (2.86%) Oracle EBS
3 1 (0.71%) Oracle Applications
Cloud Services
1 25 (17.86%) Microsoft Azure
2 14 (10.00%) Amazon AWS
3 8 (5.71%) Amazon SQS
3 8 (5.71%) Azure Data Factory
3 8 (5.71%) Dynamics 365
4 7 (5.00%) Google Cloud Platform
5 6 (4.29%) Cloud Computing
Communications & Networking
1 10 (7.14%) HTTP
Database & Business Intelligence
1 50 (35.71%) SQL Server
2 42 (30.00%) Data Warehouse
3 36 (25.71%) SQL Server Reporting Services
4 28 (20.00%) SQL Server Integration Services
5 27 (19.29%) Power BI
6 21 (15.00%) Relational Database
7 20 (14.29%) Big Data
8 19 (13.57%) NoSQL
8 19 (13.57%) SQL Server 2016
9 17 (12.14%) SQL Server Analysis Services
10 12 (8.57%) QlikView
10 12 (8.57%) RDBMS
11 10 (7.14%) BusinessObjects
12 8 (5.71%) Apache Cassandra
12 8 (5.71%) Cosmos DB
12 8 (5.71%) CouchDB
12 8 (5.71%) Data Lake
13 7 (5.00%) Data Mining
14 6 (4.29%) MySQL
14 6 (4.29%) Star Schema
Development Applications
1 19 (13.57%) Git (software)
2 6 (4.29%) JIRA
2 6 (4.29%) Team Foundation Server
3 4 (2.86%) Oracle Forms
4 2 (1.43%) MorphX
5 1 (0.71%) Visual Studio
5 1 (0.71%) VSS/SourceSafe
General
1 32 (22.86%) Finance
2 11 (7.86%) Advertising
2 11 (7.86%) Manufacturing
3 9 (6.43%) Banking
4 6 (4.29%) Marketing
4 6 (4.29%) Telecoms
5 5 (3.57%) Electronics
6 3 (2.14%) Legal
7 2 (1.43%) Law
7 2 (1.43%) Retail Banking
8 1 (0.71%) Back Office
8 1 (0.71%) Corporate Banking
8 1 (0.71%) Front Office
8 1 (0.71%) Retail
Job Titles
1 47 (33.57%) Developer
2 32 (22.86%) Analyst
3 20 (14.29%) .NET Developer
4 18 (12.86%) Business Analyst
4 18 (12.86%) Consultant
5 11 (7.86%) Business Intelligence Developer
5 11 (7.86%) DBA
6 8 (5.71%) Engineering Manager
6 8 (5.71%) Software Engineering Manager
6 8 (5.71%) Software Manager
6 8 (5.71%) SQL Analyst
6 8 (5.71%) Systems Analyst
7 7 (5.00%) Data Scientist
7 7 (5.00%) SQL DBA
8 6 (4.29%) Business Intelligence Analyst
8 6 (4.29%) Business Systems Analyst
8 6 (4.29%) Senior Analyst
8 6 (4.29%) SQL Developer
9 5 (3.57%) Business Intelligence Consultant
9 5 (3.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 26 (18.57%) .NET
2 21 (15.00%) ASP.NET
3 20 (14.29%) ASP.NET Web API
3 20 (14.29%) WCF
4 14 (10.00%) ASP.NET MVC
5 12 (8.57%) ASP.NET MVC 5
5 12 (8.57%) Node.js
5 12 (8.57%) RESTful
6 9 (6.43%) Web Services
7 8 (5.71%) .NET Framework
7 8 (5.71%) Akka
7 8 (5.71%) Entity Framework
7 8 (5.71%) HTML
7 8 (5.71%) RabbitMQ
7 8 (5.71%) REST
7 8 (5.71%) XML
8 5 (3.57%) HTML5
8 5 (3.57%) Middleware
9 4 (2.86%) Oracle Fusion
10 1 (0.71%) JSON
Miscellaneous
1 25 (17.86%) Analytical Skills
2 9 (6.43%) Algorithms
2 9 (6.43%) Replication
3 8 (5.71%) Greenfield Project
4 6 (4.29%) Clustering
5 5 (3.57%) Data Centre
6 2 (1.43%) Driving Licence
6 2 (1.43%) FMCG
6 2 (1.43%) Management Information System
6 2 (1.43%) Social Media
7 1 (0.71%) Credit Risk
7 1 (0.71%) Data Structures
7 1 (0.71%) e-Learning
7 1 (0.71%) Hedge funds
7 1 (0.71%) Mainframe
7 1 (0.71%) Mobile Banking
7 1 (0.71%) Renewable Energy
7 1 (0.71%) SCORM
Operating Systems
1 7 (5.00%) Windows
2 5 (3.57%) Unix
3 4 (2.86%) AIX
3 4 (2.86%) Linux
4 1 (0.71%) Windows 10
Processes & Methodologies
1 65 (46.43%) Agile Software Development
2 38 (27.14%) Analytics
3 31 (22.14%) ETL
4 26 (18.57%) Data Analytics
5 19 (13.57%) Data Integration
6 18 (12.86%) DevOps
7 17 (12.14%) Data Modelling
7 17 (12.14%) Performance Tuning
7 17 (12.14%) SOA
8 15 (10.71%) MVC
8 15 (10.71%) Workflow
9 14 (10.00%) Data Analysis
9 14 (10.00%) Scrum
9 14 (10.00%) TDD
9 14 (10.00%) User Acceptance Testing
10 13 (9.29%) SDLC
10 13 (9.29%) Stakeholder Management
10 13 (9.29%) Web Application Development
11 12 (8.57%) BDD
11 12 (8.57%) User Stories
Programming Languages
1 82 (58.57%) SQL
2 28 (20.00%) C#
3 23 (16.43%) T-SQL
4 12 (8.57%) Ruby
5 11 (7.86%) PowerShell
6 10 (7.14%) Python
6 10 (7.14%) R
7 9 (6.43%) PL/SQL
8 4 (2.86%) Shell Script
9 3 (2.14%) X++
10 2 (1.43%) VBA
11 1 (0.71%) HiveQL
11 1 (0.71%) Java
11 1 (0.71%) JavaScript
11 1 (0.71%) Scala
Qualifications
1 9 (6.43%) Degree
2 4 (2.86%) Security Cleared
3 1 (0.71%) BPSS Clearance
3 1 (0.71%) Microsoft Certification
3 1 (0.71%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (6.43%) QA
2 8 (5.71%) Data Quality
3 1 (0.71%) Basel III
System Software
1 5 (3.57%) Active Directory
2 1 (0.71%) HDFS
Systems Management
1 4 (2.86%) Oracle RMAN
1 4 (2.86%) Single Sign-On
Vendors
1 64 (45.71%) Microsoft
2 18 (12.86%) Oracle
3 10 (7.14%) SAP
4 7 (5.00%) Google
5 5 (3.57%) Atlassian
5 5 (3.57%) IDERA
5 5 (3.57%) RedGate
5 5 (3.57%) SolarWinds
5 5 (3.57%) Tableau
6 3 (2.14%) Cognos
6 3 (2.14%) Informatica
6 3 (2.14%) MicroStrategy
6 3 (2.14%) Teradata
6 3 (2.14%) Virgin Media
7 2 (1.43%) TIBCO
8 1 (0.71%) Netezza