The table below looks at the statistics for Business Intelligence skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Business Intelligence over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Business Intelligence (BI)
Rank 41 36 56
Rank change year-on-year
-5 +20
Permanent jobs citing Business Intelligence 132 201 156
As % of all permanent IT jobs located in Scotland 5.21% 6.13% 4.38%
As % of the Processes & Methodologies category 5.79% 6.75% 5.08%
Number of salaries quoted 67 143 102
Median salary £48,500 £47,500 £42,500
Median salary % change year-on-year
+2.10% +11.76%
90% offered a salary of more than £32,100 £35,000 £32,500
10% offered a salary of more than £60,000 £65,000 £64,750
UK excluding London median salary £45,000 £45,000 £45,000
Business Intelligence
UK

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2280 2979 3069
As % of all permanent IT jobs located in Scotland 90.05% 90.80% 86.09%
Number of salaries quoted 1409 1872 1971
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £31,000 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Business Intelligence
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland 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 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 across the Scotland region.

Business Intelligence Salary Trend in Scotland

Business Intelligence
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Business Intelligence across the Scotland region over the 3 months to 27 September 2016.

Business Intelligence Salary Histogram 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 27 September 2016. 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
(Click see detailed
statistics and trends)
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
Glasgow -7 66 £48,000 +1.05% 2
Edinburgh -15 51 £50,500 +6.31% 8
Aberdeen - 13 £55,000 -
Fife - 3 £33,250 -
West Lothian - 3 £46,250 - 1
Stirling +11 2 - - 1
Business Intelligence
UK

Business Intelligence
Top 30 Related IT Skills in Scotland

For the 6 months to 27 September 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 Scotland region with a requirement for Business Intelligence.

1 190 (52.92%) SQL
2 167 (46.52%) Finance
3 108 (30.08%) Oracle
4 104 (28.97%) SQL Server
5 87 (24.23%) Agile Software Development
6 85 (23.68%) Data Warehouse
7 76 (21.17%) Microsoft
8 73 (20.33%) MS Excel
9 69 (19.22%) SQL Server Integration Services
10 68 (18.94%) Analytical Skills
11 62 (17.27%) Data Modelling
12 61 (16.99%) Analytics
13 55 (15.32%) Data Management
14 54 (15.04%) ETL
14 54 (15.04%) Big Data
14 54 (15.04%) SQL Server Reporting Services
15 53 (14.76%) Cognos
16 52 (14.48%) SAP
17 48 (13.37%) Banking
18 46 (12.81%) PL/SQL
19 45 (12.53%) Java
20 44 (12.26%) Oracle BI EE
21 43 (11.98%) SAS
22 42 (11.70%) BusinessObjects
23 40 (11.14%) Visualisation
24 39 (10.86%) Oracle Database
25 38 (10.58%) Data Analysis
25 38 (10.58%) Tableau
26 37 (10.31%) Scrum
27 36 (10.03%) Oracle Reports

Business Intelligence
Top Related 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 43 (11.98%) SAS
2 31 (8.64%) SharePoint
3 18 (5.01%) Apache Spark
4 13 (3.62%) WebLogic
5 11 (3.06%) Oracle SOA Suite
6 10 (2.79%) CMS
7 8 (2.23%) Confluence
8 5 (1.39%) Oracle Workflow
9 3 (0.84%) Tomcat
10 2 (0.56%) Apache
10 2 (0.56%) Apache Pig
10 2 (0.56%) BizTalk Server
10 2 (0.56%) IIS
10 2 (0.56%) NetWeaver
10 2 (0.56%) SharePoint 2010
Applications
1 73 (20.33%) MS Excel
2 22 (6.13%) MS Office
3 16 (4.46%) MS PowerPoint
4 12 (3.34%) SPSS
5 2 (0.56%) MS Project
5 2 (0.56%) MS Visio
Business Applications
1 25 (6.96%) Cognos Business Intelligence
2 24 (6.69%) Cognos TM1
2 24 (6.69%) Oracle Applications
3 23 (6.41%) Oracle EBS R12
4 18 (5.01%) Cognos Controller
5 17 (4.74%) Dynamics CRM
6 13 (3.62%) Oracle EBS
6 13 (3.62%) SAP BPC
6 13 (3.62%) SAP Oil and Gas
7 10 (2.79%) HFM
8 7 (1.95%) Oracle 11i
9 5 (1.39%) Oracle Assets
9 5 (1.39%) Oracle Cash Management
9 5 (1.39%) Oracle E-Business Tax
9 5 (1.39%) Oracle Payables
9 5 (1.39%) Oracle Receivables
10 4 (1.11%) SAP CRM
10 4 (1.11%) SAP SD
11 3 (0.84%) SAP CO
11 3 (0.84%) SAP FI/CO
Cloud Services
1 15 (4.18%) SaaS
2 5 (1.39%) Amazon AWS
2 5 (1.39%) Google Analytics
2 5 (1.39%) Microsoft Azure
3 2 (0.56%) GitHub
3 2 (0.56%) Google Cloud Platform
Communications & Networking
1 2 (0.56%) Intranet
2 1 (0.28%) DNS
2 1 (0.28%) Firewall
2 1 (0.28%) LDAP
2 1 (0.28%) VPN
Database & Business Intelligence
1 104 (28.97%) SQL Server
2 85 (23.68%) Data Warehouse
3 69 (19.22%) SQL Server Integration Services
4 54 (15.04%) Big Data
4 54 (15.04%) SQL Server Reporting Services
5 44 (12.26%) Oracle BI EE
6 42 (11.70%) BusinessObjects
7 39 (10.86%) Oracle Database
8 36 (10.03%) Oracle Reports
9 35 (9.75%) SQL Server Analysis Services
10 33 (9.19%) QlikView
11 23 (6.41%) Relational Database
12 21 (5.85%) Hadoop
13 17 (4.74%) Oracle Database 11g
14 15 (4.18%) SAP BI
14 15 (4.18%) SAP BW
15 14 (3.90%) OLAP
15 14 (3.90%) RDBMS
16 13 (3.62%) BusinessObjects XI
16 13 (3.62%) SAS Enterprise Guide
Development Applications
1 21 (5.85%) Oracle Forms
2 20 (5.57%) JIRA
3 17 (4.74%) Git (software)
4 16 (4.46%) Jenkins
4 16 (4.46%) Subversion
5 9 (2.51%) Team Foundation Server
5 9 (2.51%) Visual Studio
6 8 (2.23%) Maven
7 6 (1.67%) JDeveloper
7 6 (1.67%) Oracle APEX
8 2 (0.56%) Hudson
8 2 (0.56%) ProC
8 2 (0.56%) Talend Open Studio
9 1 (0.28%) Artifactory
9 1 (0.28%) Eclipse
9 1 (0.28%) PVCS
9 1 (0.28%) SonarQube
General
1 167 (46.52%) Finance
2 48 (13.37%) Banking
3 34 (9.47%) Retail
4 28 (7.80%) Marketing
5 22 (6.13%) Manufacturing
6 13 (3.62%) Electronics
6 13 (3.62%) Telecoms
7 11 (3.06%) Retail Banking
8 7 (1.95%) Legal
9 5 (1.39%) General Ledger
10 4 (1.11%) Law
11 2 (0.56%) Automotive
11 2 (0.56%) Games
12 1 (0.28%) Advertising
12 1 (0.28%) Financial Institution
Job Titles
1 133 (37.05%) Developer
2 70 (19.50%) Analyst
3 56 (15.60%) Consultant
4 39 (10.86%) Business Intelligence Developer
5 23 (6.41%) SQL Developer
6 21 (5.85%) Oracle Developer
6 21 (5.85%) Senior Developer
7 19 (5.29%) Systems Analyst
8 18 (5.01%) Accountant
8 18 (5.01%) Big Data Developer
8 18 (5.01%) Business Intelligence Consultant
8 18 (5.01%) Systems Accountant
9 17 (4.74%) Business Analyst
10 16 (4.46%) DBA
11 15 (4.18%) Data Manager
12 14 (3.90%) Senior Analyst
13 13 (3.62%) Analytics Manager
13 13 (3.62%) Business Intelligence Manager
13 13 (3.62%) Oracle DBA
13 13 (3.62%) SAP Consultant
Libraries, Frameworks & Software Standards
1 25 (6.96%) HTML
2 16 (4.46%) XML
3 15 (4.18%) Web Services
4 13 (3.62%) .NET
4 13 (3.62%) D3.js
5 12 (3.34%) HTML5
6 9 (2.51%) CSS
6 9 (2.51%) MDX
7 8 (2.23%) ASP.NET
7 8 (2.23%) Spring
8 7 (1.95%) Hibernate
8 7 (1.95%) J2EE
8 7 (1.95%) RESTful
9 6 (1.67%) Middleware
10 5 (1.39%) FpML
10 5 (1.39%) JSON
11 4 (1.11%) Apache Flex
11 4 (1.11%) COM
11 4 (1.11%) JMS
12 2 (0.56%) JSP
Miscellaneous
1 68 (18.94%) Analytical Skills
2 40 (11.14%) Visualisation
3 29 (8.08%) Data Integration
4 17 (4.74%) Computer Science
5 15 (4.18%) Credit Risk
6 13 (3.62%) Virtual Team
7 12 (3.34%) Market Risk
8 9 (2.51%) Data Structures
8 9 (2.51%) Enterprise Software
9 6 (1.67%) Algorithms
9 6 (1.67%) Data Extraction
9 6 (1.67%) Management Information System
10 3 (0.84%) Mobile App
10 3 (0.84%) User Experience
11 2 (0.56%) CESG
11 2 (0.56%) Data Centre
11 2 (0.56%) Derivative
11 2 (0.56%) IVR
11 2 (0.56%) Life Science
11 2 (0.56%) Reference Data
Operating Systems
1 34 (9.47%) Unix
2 29 (8.08%) Linux
3 17 (4.74%) Windows
4 13 (3.62%) AIX
5 5 (1.39%) Windows Server
Processes & Methodologies
1 87 (24.23%) Agile Software Development
2 62 (17.27%) Data Modelling
3 61 (16.99%) Analytics
4 55 (15.32%) Data Management
5 54 (15.04%) ETL
6 38 (10.58%) Data Analysis
7 37 (10.31%) Scrum
8 31 (8.64%) Performance Tuning
9 30 (8.36%) Data Visualisation
10 28 (7.80%) CRM
11 27 (7.52%) Data Analytics
12 25 (6.96%) Information Management
13 24 (6.69%) ERP
14 23 (6.41%) SDLC
15 21 (5.85%) Project Management
15 21 (5.85%) SOA
16 20 (5.57%) Business Analysis
16 20 (5.57%) Continuous Integration
16 20 (5.57%) Master Data Management
16 20 (5.57%) Workflow
Programming Languages
1 190 (52.92%) SQL
2 46 (12.81%) PL/SQL
3 45 (12.53%) Java
4 32 (8.91%) T-SQL
5 27 (7.52%) Python
6 20 (5.57%) Shell Script
7 17 (4.74%) C#
8 14 (3.90%) VBA
9 13 (3.62%) JavaScript
10 12 (3.34%) Scala
11 10 (2.79%) ABAP
12 9 (2.51%) R
13 7 (1.95%) PowerShell
14 6 (1.67%) C++
15 5 (1.39%) Ruby
15 5 (1.39%) SAS Macro
16 4 (1.11%) XQuery
17 2 (0.56%) VB.NET
18 1 (0.28%) Perl
18 1 (0.28%) VBScript
Qualifications
1 34 (9.47%) Degree
2 5 (1.39%) Microsoft Certification
3 4 (1.11%) MCSE
4 3 (0.84%) Security Cleared
5 2 (0.56%) CISA
5 2 (0.56%) CISSP
5 2 (0.56%) CRISC
5 2 (0.56%) ISEB
5 2 (0.56%) ITIL Certification
5 2 (0.56%) SAP Certification
6 1 (0.28%) Cisco Certification
6 1 (0.28%) CISM
6 1 (0.28%) ISTQB
6 1 (0.28%) ISTQB Advanced Certification
6 1 (0.28%) ISTQB Foundation Certification
6 1 (0.28%) MCITP
6 1 (0.28%) SAS Certification
6 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 24 (6.69%) Data Quality
2 7 (1.95%) QA
3 4 (1.11%) IAS 39
4 3 (0.84%) SLA
5 2 (0.56%) PCI DSS
6 1 (0.28%) ISO/IEC 27001
System Software
1 2 (0.56%) Apache Flume
Systems Management
1 12 (3.34%) Oozie
1 12 (3.34%) Rundeck
2 1 (0.28%) MOM
Vendors
1 108 (30.08%) Oracle
2 76 (21.17%) Microsoft
3 53 (14.76%) Cognos
4 52 (14.48%) SAP
5 38 (10.58%) Tableau
6 21 (5.85%) MicroStrategy
7 19 (5.29%) Hyperion
8 16 (4.46%) Informatica
9 15 (4.18%) IBM
10 9 (2.51%) Anaplan
11 8 (2.23%) Netezza
12 6 (1.67%) Sybase
13 5 (1.39%) Ab Initio
13 5 (1.39%) Google
13 5 (1.39%) Teradata
14 3 (0.84%) HP
15 2 (0.56%) Sun
15 2 (0.56%) Talend
16 1 (0.28%) Alteryx
16 1 (0.28%) Cisco
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