The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 40 23 44
Rank change year-on-year -17 +21  
Permanent jobs citing Business Intelligence 165 227 172
As % of all permanent IT jobs advertised in Scotland 6.13% 8.02% 5.46%
As % of the Processes & Methodologies category 6.70% 8.77% 6.07%
Number of salaries quoted 76 146 138
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £34,250 £27,500 £32,500
10% offered a salary of more than £70,000 £70,000 £52,500
UK excluding London median salary £44,000 £45,000 £45,000
% change year-on-year -2.22% -  

Business Intelligence is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2463 2589 2832
As % of all permanent IT job vacancies advertised in Scotland 91.46% 91.42% 89.96%
Number of salaries quoted 1579 1455 1775
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £68,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Business Intelligence
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Business Intelligence as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Business Intelligence in Scotland

Business Intelligence
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Business Intelligence in Scotland.

Salary trend for Business Intelligence in Scotland

Business Intelligence
Salary Histogram in Scotland

The salary distribution of IT jobs citing Business Intelligence in Scotland over the 3 months to 26 June 2017.

Salary histogram for Business Intelligence in Scotland

Business Intelligence
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Business Intelligence within the Scotland region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -1 100 £47,500 -5.00% 7
Glasgow -27 47 £40,000 -15.78% 14
Fife +10 8 £44,000 +31.34%
Stirling +13 3 £45,000 +30.43% 1
West Lothian - 3 £45,000 -
Aberdeen -8 1 - - 1
Business Intelligence
UK

For the 6 months to 26 June 2017, IT jobs citing Business Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Business Intelligence.

1 179 (61.51%) SQL
2 144 (49.48%) Finance
3 112 (38.49%) SQL Server
4 107 (36.77%) Data Warehouse
5 94 (32.30%) SQL Server Integration Services
6 89 (30.58%) SQL Server Reporting Services
7 85 (29.21%) ETL
8 83 (28.52%) Microsoft
9 71 (24.40%) Oracle
10 66 (22.68%) Analytics
11 57 (19.59%) Agile Software Development
12 51 (17.53%) SAS
12 51 (17.53%) Tableau
13 50 (17.18%) Stakeholder Management
13 50 (17.18%) Data Management
14 49 (16.84%) Analytical Skills
15 48 (16.49%) T-SQL
16 47 (16.15%) Banking
17 43 (14.78%) Cognos
18 36 (12.37%) C#
18 36 (12.37%) Teradata
19 34 (11.68%) Microsoft Excel
20 33 (11.34%) .NET
20 33 (11.34%) Project Management
20 33 (11.34%) Infrastructure Management
21 32 (11.00%) Data Quality
22 29 (9.97%) MicroStrategy
22 29 (9.97%) XML
22 29 (9.97%) Information Management
23 28 (9.62%) Informatica

Business Intelligence
Co-occurring IT Skills in Scotland 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 51 (17.53%) SAS
2 13 (4.47%) SharePoint
3 7 (2.41%) Apache Spark
4 5 (1.72%) Oracle SOA Suite
5 1 (0.34%) BizTalk Server
5 1 (0.34%) Exchange Server 2010
5 1 (0.34%) MS Exchange
5 1 (0.34%) Oracle Self-Service HR
5 1 (0.34%) SharePoint 2013
5 1 (0.34%) Skype for Business
5 1 (0.34%) WebSphere
Applications
1 34 (11.68%) Microsoft Excel
2 5 (1.72%) Microsoft Office
3 3 (1.03%) SPSS
4 2 (0.69%) Microsoft PowerPoint
5 1 (0.34%) Microsoft Project
Business Applications
1 10 (3.44%) Cognos Business Intelligence
2 9 (3.09%) Oracle 11i
2 9 (3.09%) Oracle EBS
2 9 (3.09%) Oracle EBS R12
3 8 (2.75%) Oracle Applications
4 5 (1.72%) Oracle ERP
4 5 (1.72%) SAP Oil and Gas
5 4 (1.37%) Dynamics CRM
6 3 (1.03%) Dynamics AX
6 3 (1.03%) Dynamics NAV
7 2 (0.69%) Cognos TM1
8 1 (0.34%) Infor M3
8 1 (0.34%) Line 500
8 1 (0.34%) Oracle HRMS
8 1 (0.34%) Oracle iRecruitment
8 1 (0.34%) Oracle Payroll
8 1 (0.34%) Sage BI
8 1 (0.34%) Sage CRM
8 1 (0.34%) SAP BPC
8 1 (0.34%) Unit4 Business World
Cloud Services
1 12 (4.12%) Microsoft Azure
2 6 (2.06%) Amazon AWS
3 4 (1.37%) MailChimp
4 3 (1.03%) Office 365
5 2 (0.69%) Azure Data Factory
5 2 (0.69%) Cloud Computing
5 2 (0.69%) Google Analytics
6 1 (0.34%) Dynamics 365
6 1 (0.34%) SaaS
Communications & Networking
1 1 (0.34%) HTTP
1 1 (0.34%) SAN
1 1 (0.34%) Skype
Database & Business Intelligence
1 112 (38.49%) SQL Server
2 107 (36.77%) Data Warehouse
3 94 (32.30%) SQL Server Integration Services
4 89 (30.58%) SQL Server Reporting Services
5 27 (9.28%) SQL Server 2012
5 27 (9.28%) SQL Server Analysis Services
6 26 (8.93%) BusinessObjects
7 20 (6.87%) QlikView
8 19 (6.53%) Big Data
8 19 (6.53%) Relational Database
9 17 (5.84%) RDBMS
10 15 (5.15%) Oracle Reports
11 14 (4.81%) DataStage
12 12 (4.12%) Oracle BI EE
12 12 (4.12%) Oracle BI Publisher
13 11 (3.78%) DB2
14 10 (3.44%) Oracle Database
14 10 (3.44%) Power BI
14 10 (3.44%) PowerCenter
14 10 (3.44%) SAS Enterprise Guide
Development Applications
1 28 (9.62%) Team Foundation Server
2 22 (7.56%) Git (software)
3 19 (6.53%) Bitbucket
4 11 (3.78%) Oracle APEX
4 11 (3.78%) Oracle Forms
5 7 (2.41%) ERwin
5 7 (2.41%) JDeveloper
5 7 (2.41%) Visual Studio
6 4 (1.37%) Rational DOORS
7 2 (0.69%) Jenkins
7 2 (0.69%) JUnit
7 2 (0.69%) Maven
7 2 (0.69%) Selenium
7 2 (0.69%) Subversion
7 2 (0.69%) TeamCity
7 2 (0.69%) tSQLt
General
1 144 (49.48%) Finance
2 47 (16.15%) Banking
3 26 (8.93%) Retail
4 23 (7.90%) Retail Banking
5 11 (3.78%) Manufacturing
6 10 (3.44%) Marketing
7 6 (2.06%) Local Government
8 5 (1.72%) Electronics
8 5 (1.72%) Telecoms
9 4 (1.37%) Aerospace
9 4 (1.37%) Legal
10 2 (0.69%) Investment Banking
11 1 (0.34%) Back Office
11 1 (0.34%) Financial Institution
11 1 (0.34%) International Banking
Job Titles
1 130 (44.67%) Developer
2 69 (23.71%) Business Intelligence Developer
3 64 (21.99%) Consultant
4 62 (21.31%) Analyst
5 50 (17.18%) SQL Developer
6 28 (9.62%) Business Intelligence Consultant
7 25 (8.59%) Business Analyst
7 25 (8.59%) Technical Analyst
8 24 (8.25%) SQL BI Developer
9 23 (7.90%) Technical Business Analyst
10 21 (7.22%) Senior Analyst
10 21 (7.22%) SQL Server Developer
11 20 (6.87%) C# Developer
11 20 (6.87%) Database Developer
11 20 (6.87%) SQL Server BI Developer
11 20 (6.87%) SSIS Developer
12 19 (6.53%) Data Consultant
12 19 (6.53%) SQL Database Developer
13 18 (6.19%) Business Intelligence Analyst
13 18 (6.19%) SAS Consultant
Libraries, Frameworks & Software Standards
1 33 (11.34%) .NET
2 29 (9.97%) XML
3 24 (8.25%) ASP.NET
3 24 (8.25%) ASP.NET MVC
4 10 (3.44%) HTML
5 9 (3.09%) CSS
6 6 (2.06%) Kafka
7 5 (1.72%) jQuery
8 4 (1.37%) ASP.NET Web Forms
8 4 (1.37%) RESTful
8 4 (1.37%) SOAP
8 4 (1.37%) Twitter Bootstrap
9 3 (1.03%) .NET Framework
10 2 (0.69%) ASP.NET Web API
10 2 (0.69%) Web Services
11 1 (0.34%) MDX
Miscellaneous
1 49 (16.84%) Analytical Skills
2 26 (8.93%) Credit Risk
3 21 (7.22%) Hedge funds
4 9 (3.09%) Computer Science
4 9 (3.09%) Management Information System
5 6 (2.06%) Driving Licence
5 6 (2.06%) Taxonomies
6 4 (1.37%) Enterprise Software
6 4 (1.37%) Field-Programmable Gate Array
6 4 (1.37%) Social Media
6 4 (1.37%) VHDL
7 3 (1.03%) Fintech
7 3 (1.03%) FMCG
7 3 (1.03%) Mainframe
8 2 (0.69%) Virtual Team
9 1 (0.34%) AS400
9 1 (0.34%) Client/Server
9 1 (0.34%) Data Structures
9 1 (0.34%) Greenfield Project
9 1 (0.34%) PMI
Operating Systems
1 5 (1.72%) Linux
1 5 (1.72%) Unix
2 2 (0.69%) Windows
3 1 (0.34%) Windows 7
3 1 (0.34%) Windows Server
3 1 (0.34%) Windows Server 2012
Processes & Methodologies
1 85 (29.21%) ETL
2 66 (22.68%) Analytics
3 57 (19.59%) Agile Software Development
4 50 (17.18%) Data Management
4 50 (17.18%) Stakeholder Management
5 33 (11.34%) Infrastructure Management
5 33 (11.34%) Project Management
6 29 (9.97%) Information Management
7 28 (9.62%) MVC
8 26 (8.93%) Data Analysis
9 23 (7.90%) Data Modelling
10 22 (7.56%) Investment Management
10 22 (7.56%) Mentoring
11 20 (6.87%) Customer Engagement
12 19 (6.53%) Integration Testing
12 19 (6.53%) Master Data Management
12 19 (6.53%) System Integration Testing
12 19 (6.53%) Visualisation
13 16 (5.50%) Data Integration
14 14 (4.81%) Data Visualisation
Programming Languages
1 179 (61.51%) SQL
2 48 (16.49%) T-SQL
3 36 (12.37%) C#
4 22 (7.56%) Java
4 22 (7.56%) VBA
5 19 (6.53%) PL/SQL
5 19 (6.53%) VB.NET
6 13 (4.47%) JavaScript
7 10 (3.44%) Python
8 6 (2.06%) R
9 5 (1.72%) MATLAB
10 4 (1.37%) PowerShell
11 1 (0.34%) Bash Shell
11 1 (0.34%) C
11 1 (0.34%) F#
11 1 (0.34%) Groovy
11 1 (0.34%) Perl
11 1 (0.34%) Ruby
11 1 (0.34%) SAS Macro
Qualifications
1 24 (8.25%) Degree
2 2 (0.69%) Computer Science Degree
3 1 (0.34%) CISA
3 1 (0.34%) CISSP
3 1 (0.34%) CRISC
3 1 (0.34%) ISEB
3 1 (0.34%) ISTQB
3 1 (0.34%) Oracle Certification
3 1 (0.34%) PMI Certification
3 1 (0.34%) Security Cleared
Quality Assurance & Compliance
1 32 (11.00%) Data Quality
2 24 (8.25%) Basel III
3 4 (1.37%) DO-254
System Software
1 4 (1.37%) Firmware
2 2 (0.69%) Docker
3 1 (0.34%) HDFS
3 1 (0.34%) VMware Infrastructure
3 1 (0.34%) XenApp
Systems Management
1 1 (0.34%) SCCM
1 1 (0.34%) vCenter Server
Vendors
1 83 (28.52%) Microsoft
2 71 (24.40%) Oracle
3 51 (17.53%) Tableau
4 43 (14.78%) Cognos
5 36 (12.37%) Teradata
6 29 (9.97%) MicroStrategy
7 28 (9.62%) Informatica
8 19 (6.53%) IBM
8 19 (6.53%) Perforce
9 17 (5.84%) Netezza
10 11 (3.78%) SAP
11 4 (1.37%) Actel
11 4 (1.37%) Altera
11 4 (1.37%) DataFlux
11 4 (1.37%) Mentor Graphics
11 4 (1.37%) Twitter
12 3 (1.03%) TIBCO
13 2 (0.69%) Google
13 2 (0.69%) Hyperion
14 1 (0.34%) VMware
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