The table below looks at the statistics for Business Intelligence skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Business Intelligence over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Business Intelligence (BI)
Rank 52 27 53
Rank change year-on-year
-25 +26
Permanent jobs citing Business Intelligence 39 111 64
As % of all permanent IT jobs located in Edinburgh 3.64% 7.68% 4.24%
As % of the Processes & Methodologies category 4.00% 8.48% 4.72%
Number of salaries quoted 23 80 40
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £40,000 £37,500 £32,500
10% offered a salary of more than £52,100 £75,000 £56,000
UK excluding London median salary £45,000 £45,000 £45,000
Business Intelligence
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
976 1309 1355
As % of all permanent IT jobs located in Edinburgh 91.13% 90.53% 89.74%
Number of salaries quoted 627 813 922
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 £34,000 £32,500 £30,000
10% offered a salary of more than £71,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Business Intelligence
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Business Intelligence as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Business Intelligence Jobs Demand Trend in Edinburgh

Business Intelligence
Salary Trend in Edinburgh

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

Business Intelligence Salary Trend in Edinburgh

Business Intelligence
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Business Intelligence across the Edinburgh region over the 3 months to 3 December 2016.

Business Intelligence Salary Histogram in Edinburgh

Business Intelligence
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 December 2016, 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 Edinburgh region with a requirement for Business Intelligence.

1 53 (60.23%) SQL
2 46 (52.27%) Finance
3 28 (31.82%) Analytics
4 26 (29.55%) Marketing
5 23 (26.14%) Microsoft
6 22 (25.00%) Big Data
6 22 (25.00%) Analytical Skills
7 21 (23.86%) MS Excel
8 19 (21.59%) Data Analysis
9 18 (20.45%) Data Management
9 18 (20.45%) Data Warehouse
10 17 (19.32%) SQL Server
11 16 (18.18%) Oracle
11 16 (18.18%) SAP
12 15 (17.05%) SQL Server Integration Services
13 14 (15.91%) Banking
13 14 (15.91%) SAS
14 13 (14.77%) Data Modelling
14 13 (14.77%) Agile Software Development
14 13 (14.77%) SQL Server Reporting Services
15 12 (13.64%) Tableau
15 12 (13.64%) CRM
15 12 (13.64%) Java
16 11 (12.50%) C#
16 11 (12.50%) Retail
17 10 (11.36%) Retail Banking
17 10 (11.36%) SQL Server Analysis Services
17 10 (11.36%) PL/SQL
17 10 (11.36%) Cognos
17 10 (11.36%) Windows

Business Intelligence
Top Related IT Skills in Edinburgh 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 14 (15.91%) SAS
2 8 (9.09%) Oracle SOA Suite
3 5 (5.68%) Oracle Workflow
4 3 (3.41%) IIS
5 2 (2.27%) Apache Spark
5 2 (2.27%) BizTalk Server
5 2 (2.27%) CMS
5 2 (2.27%) SharePoint
6 1 (1.14%) Apache Pig
6 1 (1.14%) Confluence
6 1 (1.14%) SharePoint 2010
Applications
1 21 (23.86%) MS Excel
2 2 (2.27%) MS Office
3 1 (1.14%) MS PowerPoint
3 1 (1.14%) SPSS
Business Applications
1 9 (10.23%) SAP CRM
1 9 (10.23%) SAP SD
2 8 (9.09%) Cognos Business Intelligence
2 8 (9.09%) Oracle EBS
3 7 (7.95%) Oracle Applications
3 7 (7.95%) SAP Oil and Gas
4 6 (6.82%) Oracle EBS R12
5 5 (5.68%) HFM
5 5 (5.68%) Oracle Assets
5 5 (5.68%) Oracle Cash Management
5 5 (5.68%) Oracle E-Business Tax
5 5 (5.68%) Oracle Payables
5 5 (5.68%) Oracle Receivables
6 3 (3.41%) Dynamics CRM
7 1 (1.14%) Oracle 11i
Cloud Services
1 3 (3.41%) Amazon AWS
2 2 (2.27%) Google Analytics
2 2 (2.27%) Microsoft Azure
3 1 (1.14%) Amazon EMR
3 1 (1.14%) Cloud Computing
3 1 (1.14%) Google Cloud Platform
3 1 (1.14%) SaaS
Communications & Networking
1 1 (1.14%) DNS
1 1 (1.14%) Firewall
1 1 (1.14%) VPN
Database & Business Intelligence
1 22 (25.00%) Big Data
2 18 (20.45%) Data Warehouse
3 17 (19.32%) SQL Server
4 15 (17.05%) SQL Server Integration Services
5 13 (14.77%) SQL Server Reporting Services
6 10 (11.36%) SQL Server Analysis Services
7 9 (10.23%) BusinessObjects Business Intelligence
7 9 (10.23%) SAP BW
7 9 (10.23%) SAP HANA
8 8 (9.09%) Oracle Database
8 8 (9.09%) Relational Database
9 7 (7.95%) Oracle BI EE
9 7 (7.95%) Oracle Database 11g
10 6 (6.82%) Power BI
11 5 (5.68%) Oracle Discoverer
12 4 (4.55%) DB2
12 4 (4.55%) OLAP
12 4 (4.55%) Oracle Reports
12 4 (4.55%) QlikView
12 4 (4.55%) RDBMS
Development Applications
1 7 (7.95%) Oracle APEX
2 3 (3.41%) Team Foundation Server
2 3 (3.41%) Visual Studio
3 1 (1.14%) Git (software)
3 1 (1.14%) JDeveloper
3 1 (1.14%) JIRA
3 1 (1.14%) Oracle Forms
3 1 (1.14%) Subversion
General
1 46 (52.27%) Finance
2 26 (29.55%) Marketing
3 14 (15.91%) Banking
4 11 (12.50%) Retail
5 10 (11.36%) Retail Banking
6 7 (7.95%) Electronics
6 7 (7.95%) Manufacturing
6 7 (7.95%) Telecoms
7 5 (5.68%) General Ledger
Job Titles
1 25 (28.41%) Developer
2 16 (18.18%) Analyst
2 16 (18.18%) Consultant
3 15 (17.05%) Architect
4 12 (13.64%) Solutions Architect
5 9 (10.23%) CRM Architect
5 9 (10.23%) CRM Solutions Architect
5 9 (10.23%) SAP Architect
5 9 (10.23%) SAP Solutions Architect
5 9 (10.23%) Technical Analyst
6 8 (9.09%) Business Analyst
6 8 (9.09%) Business Intelligence Developer
6 8 (9.09%) Senior Analyst
6 8 (9.09%) Senior Business Analyst
6 8 (9.09%) Senior Technical Analyst
6 8 (9.09%) Senior Technical Business Analyst
6 8 (9.09%) Technical Business Analyst
7 7 (7.95%) Oracle Developer
7 7 (7.95%) Software Developer
8 6 (6.82%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 9 (10.23%) Web Services
2 7 (7.95%) XML
3 6 (6.82%) .NET
3 6 (6.82%) HTML
3 6 (6.82%) JSON
3 6 (6.82%) RESTful
4 4 (4.55%) ASP.NET
4 4 (4.55%) CSS
5 3 (3.41%) MDX
6 1 (1.14%) AngularJS
6 1 (1.14%) ASP.NET MVC
6 1 (1.14%) ASP.NET MVC 5
6 1 (1.14%) ASP.NET Web API
6 1 (1.14%) HTML5
6 1 (1.14%) REST
6 1 (1.14%) Spring
6 1 (1.14%) WPF
Miscellaneous
1 22 (25.00%) Analytical Skills
2 8 (9.09%) Credit Risk
2 8 (9.09%) Data Extraction
2 8 (9.09%) Data Integration
3 7 (7.95%) Computer Science
4 6 (6.82%) Data Structures
5 5 (5.68%) Algorithms
6 4 (4.55%) Visualisation
7 3 (3.41%) Enterprise Software
8 1 (1.14%) Blog
8 1 (1.14%) Driving Licence
8 1 (1.14%) Mobile App
8 1 (1.14%) Virtual Team
Operating Systems
1 10 (11.36%) Windows
2 9 (10.23%) Linux
3 6 (6.82%) Unix
4 1 (1.14%) Windows Server
Processes & Methodologies
1 28 (31.82%) Analytics
2 19 (21.59%) Data Analysis
3 18 (20.45%) Data Management
4 13 (14.77%) Agile Software Development
4 13 (14.77%) Data Modelling
5 12 (13.64%) CRM
6 10 (11.36%) Project Management
6 10 (11.36%) Scrum
7 9 (10.23%) Order to Cash
7 9 (10.23%) SOA
8 8 (9.09%) Data Analytics
8 8 (9.09%) ETL
8 8 (9.09%) Infrastructure Management
8 8 (9.09%) Predictive Analytics
9 7 (7.95%) Digital Marketing
9 7 (7.95%) Programme Management
9 7 (7.95%) Software Engineering
9 7 (7.95%) Web Analytics
10 6 (6.82%) Service Management
10 6 (6.82%) TDD
Programming Languages
1 53 (60.23%) SQL
2 12 (13.64%) Java
3 11 (12.50%) C#
4 10 (11.36%) PL/SQL
5 8 (9.09%) Python
6 7 (7.95%) JavaScript
7 6 (6.82%) C++
7 6 (6.82%) Shell Script
7 6 (6.82%) T-SQL
8 5 (5.68%) Ruby
9 3 (3.41%) PowerShell
9 3 (3.41%) R
9 3 (3.41%) SAS Macro
10 2 (2.27%) VBA
11 1 (1.14%) Bash Shell
11 1 (1.14%) VB
11 1 (1.14%) VB.NET
Qualifications
1 8 (9.09%) Degree
2 2 (2.27%) CISA
2 2 (2.27%) CISSP
2 2 (2.27%) CRISC
3 1 (1.14%) CISM
Quality Assurance & Compliance
1 6 (6.82%) Data Quality
2 2 (2.27%) QA
3 1 (1.14%) ISO/IEC 27001
3 1 (1.14%) PCI DSS
Vendors
1 23 (26.14%) Microsoft
2 16 (18.18%) Oracle
2 16 (18.18%) SAP
3 12 (13.64%) Tableau
4 10 (11.36%) Cognos
5 5 (5.68%) Hyperion
6 2 (2.27%) Google
6 2 (2.27%) MicroStrategy
7 1 (1.14%) Adobe
7 1 (1.14%) Charles River
7 1 (1.14%) Informatica
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