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 28 March 2017 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
UK / Scotland
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 40 21 49
Rank change year-on-year -19 +28  
Permanent jobs citing Business Intelligence 128 232 139
As % of all permanent IT jobs advertised in Scotland 5.51% 7.91% 4.47%
As % of the Processes & Methodologies category 6.03% 8.74% 5.02%
Number of salaries quoted 80 150 119
Median salary £40,000 £47,500 £44,000
Median salary % change year-on-year -15.78% +7.95%  
90% offered a salary of more than £29,000 £37,500 £35,000
10% offered a salary of more than £70,000 £57,500 £62,750
UK excluding London median salary £43,500 £45,000 £45,000
% change year-on-year -3.33% -  

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 2122 2654 2770
As % of all permanent IT job vacancies advertised in Scotland 91.35% 90.49% 89.04%
Number of salaries quoted 1322 1714 1688
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 28 March 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 28 March 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 -16 58 £40,000 -15.78% 11
Glasgow -15 54 £35,000 -22.22% 5
West Lothian -5 6 £40,000 -20.00% 1
Fife - 3 £37,500 - 1
Aberdeen +2 1 - -
Scottish Borders -2 1 £35,000 +16.66%
Dundee - 1 - - 1
Business Intelligence
UK

For the 6 months to 28 March 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.

1 120 (55.56%) SQL
2 92 (42.59%) SQL Server
3 88 (40.74%) Data Warehouse
4 87 (40.28%) Finance
5 69 (31.94%) SQL Server Reporting Services
6 66 (30.56%) SQL Server Integration Services
7 65 (30.09%) ETL
8 63 (29.17%) Analytics
9 62 (28.70%) Microsoft
10 61 (28.24%) MS Excel
11 59 (27.31%) Oracle
12 41 (18.98%) Agile Software Development
13 36 (16.67%) XML
14 35 (16.20%) T-SQL
15 32 (14.81%) C#
16 31 (14.35%) Data Modelling
16 31 (14.35%) Big Data
17 29 (13.43%) Analytical Skills
17 29 (13.43%) .NET
18 28 (12.96%) Tableau
19 27 (12.50%) PL/SQL
19 27 (12.50%) SAS
20 26 (12.04%) Credit Risk
21 25 (11.57%) Git (software)
21 25 (11.57%) Data Management
22 24 (11.11%) Project Management
23 23 (10.65%) MVC
23 23 (10.65%) VBA
24 22 (10.19%) ASP.NET
24 22 (10.19%) Cognos

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 27 (12.50%) SAS
2 9 (4.17%) SharePoint
3 6 (2.78%) Oracle SOA Suite
4 5 (2.31%) Apache Spark
5 4 (1.85%) Apache Pig
6 2 (0.93%) Confluence
7 1 (0.46%) BizTalk Server
7 1 (0.46%) CMS
7 1 (0.46%) Exchange Server 2010
7 1 (0.46%) IIS
7 1 (0.46%) MS Exchange
7 1 (0.46%) Oracle Workflow
7 1 (0.46%) SharePoint 2013
7 1 (0.46%) Skype for Business
7 1 (0.46%) WebSphere
Applications
1 61 (28.24%) MS Excel
2 5 (2.31%) MS Office
3 3 (1.39%) MS PowerPoint
4 1 (0.46%) MS Project
Business Applications
1 17 (7.87%) Oracle EBS
2 16 (7.41%) Oracle Applications
3 15 (6.94%) Oracle EBS R12
4 14 (6.48%) Oracle 11i
5 8 (3.70%) Cognos Business Intelligence
6 6 (2.78%) Oracle ERP
7 5 (2.31%) SAP CRM
7 5 (2.31%) SAP SD
8 4 (1.85%) Dynamics NAV
9 3 (1.39%) Dynamics CRM
10 2 (0.93%) Dynamics AX
11 1 (0.46%) HFM
11 1 (0.46%) Infor M3
11 1 (0.46%) Line 500
11 1 (0.46%) PeopleSoft Financials
11 1 (0.46%) PeopleSoft HCM
11 1 (0.46%) Sage BI
11 1 (0.46%) Sage CRM
11 1 (0.46%) SAP Oil and Gas
11 1 (0.46%) Unit4 Business World
Cloud Services
1 7 (3.24%) Microsoft Azure
2 5 (2.31%) Amazon AWS
3 4 (1.85%) MailChimp
4 2 (0.93%) GitHub
4 2 (0.93%) SaaS
5 1 (0.46%) Amazon EMR
5 1 (0.46%) Cloud Computing
5 1 (0.46%) Google Analytics
Communications & Networking
1 1 (0.46%) SAN
1 1 (0.46%) Skype
Database & Business Intelligence
1 92 (42.59%) SQL Server
2 88 (40.74%) Data Warehouse
3 69 (31.94%) SQL Server Reporting Services
4 66 (30.56%) SQL Server Integration Services
5 31 (14.35%) Big Data
6 20 (9.26%) Oracle Database
7 19 (8.80%) BusinessObjects
7 19 (8.80%) Relational Database
7 19 (8.80%) SQL Server 2012
8 18 (8.33%) RDBMS
8 18 (8.33%) SQL Server Analysis Services
9 17 (7.87%) Oracle Reports
10 15 (6.94%) Hadoop
10 15 (6.94%) Oracle BI Publisher
11 13 (6.02%) Oracle Database 10g
12 12 (5.56%) Oracle BI EE
13 11 (5.09%) SQL Server 2014
14 9 (4.17%) Apache Hive
14 9 (4.17%) DB2
14 9 (4.17%) NoSQL
Development Applications
1 25 (11.57%) Git (software)
2 19 (8.80%) Bitbucket
3 17 (7.87%) Team Foundation Server
4 13 (6.02%) JDeveloper
4 13 (6.02%) Oracle APEX
4 13 (6.02%) Oracle Forms
5 7 (3.24%) Visual Studio
6 5 (2.31%) ERwin
7 2 (0.93%) JBehave
7 2 (0.93%) Jenkins
7 2 (0.93%) JIRA
7 2 (0.93%) Maven
7 2 (0.93%) Selenium
8 1 (0.46%) Subversion
General
1 87 (40.28%) Finance
2 17 (7.87%) Marketing
3 15 (6.94%) Banking
4 5 (2.31%) Retail
5 4 (1.85%) Legal
5 4 (1.85%) Manufacturing
6 3 (1.39%) Spanish Language
7 2 (0.93%) Local Government
7 2 (0.93%) Retail Banking
8 1 (0.46%) Back Office
8 1 (0.46%) Electronics
8 1 (0.46%) General Ledger
8 1 (0.46%) Telecoms
Job Titles
1 92 (42.59%) Developer
2 47 (21.76%) Business Intelligence Developer
3 38 (17.59%) SQL Developer
4 37 (17.13%) Analyst
5 34 (15.74%) Consultant
6 20 (9.26%) Architect
6 20 (9.26%) Database Developer
6 20 (9.26%) SQL Database Developer
7 19 (8.80%) C# Developer
8 17 (7.87%) SQL BI Developer
9 15 (6.94%) SQL Server BI Developer
9 15 (6.94%) SQL Server Developer
10 14 (6.48%) Business Intelligence Consultant
10 14 (6.48%) Data Architect
10 14 (6.48%) SSIS Developer
10 14 (6.48%) SSRS Developer
11 13 (6.02%) Applications Developer
11 13 (6.02%) Business Intelligence Analyst
11 13 (6.02%) Oracle Developer
12 11 (5.09%) Oracle Applications Developer
Libraries, Frameworks & Software Standards
1 36 (16.67%) XML
2 29 (13.43%) .NET
3 22 (10.19%) ASP.NET
3 22 (10.19%) ASP.NET MVC
4 5 (2.31%) HTML
4 5 (2.31%) Kafka
5 4 (1.85%) RESTful
6 3 (1.39%) ASP.NET Web API
6 3 (1.39%) Web Services
7 2 (0.93%) ASP.NET MVC 5
7 2 (0.93%) ASP.NET Web Forms
7 2 (0.93%) CSS
7 2 (0.93%) jQuery
7 2 (0.93%) JSON
7 2 (0.93%) SAP Basis
7 2 (0.93%) XMPP
8 1 (0.46%) HTML5
8 1 (0.46%) Node.js
8 1 (0.46%) WCF
8 1 (0.46%) WPF
Miscellaneous
1 29 (13.43%) Analytical Skills
2 26 (12.04%) Credit Risk
3 19 (8.80%) Hedge funds
4 8 (3.70%) Computer Science
5 5 (2.31%) Enterprise Software
5 5 (2.31%) Management Information System
5 5 (2.31%) Taxonomies
6 4 (1.85%) Social Media
7 2 (0.93%) Driving Licence
7 2 (0.93%) Mainframe
7 2 (0.93%) Reference Data
7 2 (0.93%) Virtual Team
8 1 (0.46%) AS400
8 1 (0.46%) Client/Server
8 1 (0.46%) Fintech
8 1 (0.46%) FMCG
8 1 (0.46%) Tandem
Operating Systems
1 7 (3.24%) Unix
2 6 (2.78%) Windows
3 3 (1.39%) Linux
4 2 (0.93%) Windows Server
5 1 (0.46%) AIX
5 1 (0.46%) Windows 7
5 1 (0.46%) Windows Server 2012
Processes & Methodologies
1 65 (30.09%) ETL
2 63 (29.17%) Analytics
3 41 (18.98%) Agile Software Development
4 31 (14.35%) Data Modelling
5 25 (11.57%) Data Management
6 24 (11.11%) Project Management
7 23 (10.65%) MVC
8 22 (10.19%) Investment Management
9 20 (9.26%) Data Integration
10 19 (8.80%) ERP
10 19 (8.80%) Stakeholder Management
11 17 (7.87%) Data Analysis
12 15 (6.94%) CRM
13 14 (6.48%) Master Data Management
14 13 (6.02%) Integration Testing
14 13 (6.02%) Personalization
14 13 (6.02%) Predictive Analytics
14 13 (6.02%) System Integration Testing
15 12 (5.56%) Business Analytics
15 12 (5.56%) Information Management
Programming Languages
1 120 (55.56%) SQL
2 35 (16.20%) T-SQL
3 32 (14.81%) C#
4 27 (12.50%) PL/SQL
5 23 (10.65%) VBA
6 19 (8.80%) VB.NET
7 17 (7.87%) Java
8 5 (2.31%) JavaScript
9 4 (1.85%) PowerShell
9 4 (1.85%) Python
10 2 (0.93%) Ruby
10 2 (0.93%) Shell Script
11 1 (0.46%) Bash Shell
11 1 (0.46%) C
11 1 (0.46%) F#
11 1 (0.46%) Groovy
11 1 (0.46%) PeopleCode
11 1 (0.46%) Perl
11 1 (0.46%) R
11 1 (0.46%) SQR
Qualifications
1 13 (6.02%) Degree
2 1 (0.46%) CISA
2 1 (0.46%) CISSP
2 1 (0.46%) CRISC
2 1 (0.46%) ISEB
2 1 (0.46%) ISTQB
2 1 (0.46%) Security Cleared
Quality Assurance & Compliance
1 19 (8.80%) Basel III
2 15 (6.94%) Data Quality
3 4 (1.85%) QA
System Software
1 3 (1.39%) HDFS
2 1 (0.46%) VMware Infrastructure
2 1 (0.46%) XenApp
Systems Management
1 3 (1.39%) Oozie
2 1 (0.46%) SCCM
2 1 (0.46%) SCOM
Vendors
1 62 (28.70%) Microsoft
2 59 (27.31%) Oracle
3 28 (12.96%) Tableau
4 22 (10.19%) Cognos
4 22 (10.19%) MicroStrategy
5 19 (8.80%) Perforce
6 12 (5.56%) IBM
6 12 (5.56%) SAP
7 10 (4.63%) Netezza
8 9 (4.17%) Informatica
9 7 (3.24%) Teradata
10 4 (1.85%) Twitter
11 3 (1.39%) DataFlux
11 3 (1.39%) Hyperion
12 2 (0.93%) CA Agile Central
12 2 (0.93%) Sage
12 2 (0.93%) Salesforce.com
12 2 (0.93%) TIBCO
13 1 (0.46%) Infor
13 1 (0.46%) ServiceNow
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Salary: £40000 - £75000 per annum + Benefits
Posted: 11 hours ago
Glasgow, Lanarkshire
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Salary: £25000 - £35000 per annum
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Salary: £30000 - £70000 per annum + Benefits
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