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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Business Intelligence (BI)
Rank 54 34 43
Rank change year-on-year
-20 +9
Permanent jobs citing Business Intelligence 96 191 160
As % of all permanent IT jobs located in Scotland 3.96% 6.23% 5.01%
As % of the Processes & Methodologies category 4.45% 6.95% 5.66%
Number of salaries quoted 55 124 103
Median salary £47,500 £47,500 £42,500
Median salary % change year-on-year
- +11.76%
90% offered a salary of more than £38,500 £37,050 £35,000
10% offered a salary of more than £70,900 £60,500 £58,500
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
2158 2747 2826
As % of all permanent IT jobs located in Scotland 88.99% 89.60% 88.56%
Number of salaries quoted 1341 1737 1859
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £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 6 December 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 6 December 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 -19 42 £52,500 +10.52% 3
Edinburgh -22 42 £47,500 - 12
West Lothian +7 3 £32,500 -52.55%
Aberdeen - 3 £35,000 -
Aberdeenshire - 1 £31,500 -
Inverclyde - 1 - -
Scottish Borders - 1 £55,000 - 1
Business Intelligence
UK

Business Intelligence
Top 30 Related IT Skills in Scotland

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

1 129 (53.75%) SQL
2 103 (42.92%) Finance
3 73 (30.42%) Oracle
4 70 (29.17%) Data Warehouse
5 64 (26.67%) SQL Server
6 58 (24.17%) ETL
7 56 (23.33%) Agile Software Development
7 56 (23.33%) Analytics
8 51 (21.25%) Analytical Skills
9 47 (19.58%) Microsoft
10 45 (18.75%) Data Management
10 45 (18.75%) SQL Server Integration Services
11 44 (18.33%) Big Data
12 38 (15.83%) MS Excel
13 37 (15.42%) Data Modelling
14 35 (14.58%) PL/SQL
15 34 (14.17%) SAP
16 32 (13.33%) Java
16 32 (13.33%) Data Analysis
16 32 (13.33%) Tableau
17 31 (12.92%) Data Integration
18 30 (12.50%) Marketing
18 30 (12.50%) Cognos
19 29 (12.08%) SQL Server Reporting Services
20 28 (11.67%) BusinessObjects
21 27 (11.25%) Banking
22 25 (10.42%) MicroStrategy
22 25 (10.42%) T-SQL
22 25 (10.42%) Oracle Database
23 24 (10.00%) Visualisation

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 24 (10.00%) SAS
2 13 (5.42%) Apache Spark
3 12 (5.00%) Oracle SOA Suite
4 10 (4.17%) SharePoint
5 5 (2.08%) Apache Pig
5 5 (2.08%) Oracle Workflow
6 4 (1.67%) WebLogic
7 3 (1.25%) IIS
8 2 (0.83%) BizTalk Server
8 2 (0.83%) CMS
9 1 (0.42%) Confluence
9 1 (0.42%) SharePoint 2010
Applications
1 38 (15.83%) MS Excel
2 9 (3.75%) MS Office
3 7 (2.92%) MS PowerPoint
4 2 (0.83%) MS Project
4 2 (0.83%) MS Visio
5 1 (0.42%) SPSS
Business Applications
1 22 (9.17%) Cognos Business Intelligence
2 15 (6.25%) Oracle Applications
3 13 (5.42%) Oracle EBS R12
4 12 (5.00%) Oracle EBS
5 11 (4.58%) Cognos TM1
6 10 (4.17%) SAP BPC
7 9 (3.75%) SAP CRM
7 9 (3.75%) SAP SD
8 7 (2.92%) Cognos Controller
8 7 (2.92%) SAP Oil and Gas
9 6 (2.50%) Dynamics CRM
9 6 (2.50%) HFM
10 5 (2.08%) Oracle 11i
10 5 (2.08%) Oracle Assets
10 5 (2.08%) Oracle Cash Management
10 5 (2.08%) Oracle E-Business Tax
10 5 (2.08%) Oracle Payables
10 5 (2.08%) Oracle Receivables
11 2 (0.83%) Oracle ERP
12 1 (0.42%) PeopleSoft Financials
Cloud Services
1 6 (2.50%) SaaS
2 4 (1.67%) GitHub
3 3 (1.25%) Amazon AWS
3 3 (1.25%) Microsoft Azure
4 2 (0.83%) Google Analytics
5 1 (0.42%) Amazon EMR
5 1 (0.42%) Cloud Computing
5 1 (0.42%) Google Cloud Platform
Communications & Networking
1 1 (0.42%) DNS
1 1 (0.42%) Firewall
1 1 (0.42%) VPN
Database & Business Intelligence
1 70 (29.17%) Data Warehouse
2 64 (26.67%) SQL Server
3 45 (18.75%) SQL Server Integration Services
4 44 (18.33%) Big Data
5 29 (12.08%) SQL Server Reporting Services
6 28 (11.67%) BusinessObjects
7 25 (10.42%) Oracle Database
8 23 (9.58%) Relational Database
9 21 (8.75%) SAP BW
10 20 (8.33%) SQL Server Analysis Services
11 19 (7.92%) BusinessObjects Business Intelligence
11 19 (7.92%) Oracle BI EE
12 18 (7.50%) Hadoop
13 16 (6.67%) RDBMS
14 12 (5.00%) Oracle Reports
14 12 (5.00%) QlikView
14 12 (5.00%) Sqoop
15 11 (4.58%) Oracle Database 11g
15 11 (4.58%) SAP HANA
16 10 (4.17%) Power BI
Development Applications
1 15 (6.25%) Git (software)
2 11 (4.58%) Subversion
3 10 (4.17%) Jenkins
3 10 (4.17%) JIRA
4 9 (3.75%) Oracle Forms
5 8 (3.33%) Oracle APEX
6 7 (2.92%) Team Foundation Server
6 7 (2.92%) Visual Studio
7 4 (1.67%) JDeveloper
8 2 (0.83%) ProC
8 2 (0.83%) Talend Open Studio
9 1 (0.42%) Artifactory
9 1 (0.42%) Hudson
9 1 (0.42%) Maven
9 1 (0.42%) PVCS
9 1 (0.42%) SonarQube
General
1 103 (42.92%) Finance
2 30 (12.50%) Marketing
3 27 (11.25%) Banking
4 19 (7.92%) Retail
5 12 (5.00%) Retail Banking
6 9 (3.75%) Manufacturing
7 7 (2.92%) Electronics
7 7 (2.92%) Telecoms
8 6 (2.50%) Legal
9 5 (2.08%) General Ledger
10 4 (1.67%) Law
11 3 (1.25%) Spanish Language
12 1 (0.42%) Advertising
12 1 (0.42%) Financial Institution
Job Titles
1 78 (32.50%) Developer
2 44 (18.33%) Analyst
3 42 (17.50%) Consultant
4 28 (11.67%) Business Intelligence Developer
5 19 (7.92%) Architect
6 17 (7.08%) Business Intelligence Consultant
7 15 (6.25%) SQL Developer
8 13 (5.42%) Business Analyst
9 12 (5.00%) SAP Consultant
9 12 (5.00%) Solutions Architect
10 11 (4.58%) Big Data Developer
10 11 (4.58%) Technical Analyst
11 10 (4.17%) SAP BI Consultant
11 10 (4.17%) Technical Business Analyst
12 9 (3.75%) CRM Architect
12 9 (3.75%) CRM Solutions Architect
12 9 (3.75%) SAP Architect
12 9 (3.75%) SAP Solutions Architect
12 9 (3.75%) Senior Analyst
12 9 (3.75%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 19 (7.92%) HTML
2 13 (5.42%) .NET
3 12 (5.00%) XML
4 10 (4.17%) D3.js
4 10 (4.17%) HTML5
5 9 (3.75%) MDX
5 9 (3.75%) Web Services
6 8 (3.33%) CSS
7 7 (2.92%) ASP.NET
7 7 (2.92%) Middleware
7 7 (2.92%) RESTful
8 6 (2.50%) JSON
9 2 (0.83%) ASP.NET MVC
9 2 (0.83%) ASP.NET MVC 5
9 2 (0.83%) ASP.NET Web API
9 2 (0.83%) SAP Basis
10 1 (0.42%) Oracle Fusion
10 1 (0.42%) Spring
10 1 (0.42%) WCF
10 1 (0.42%) WPF
Miscellaneous
1 51 (21.25%) Analytical Skills
2 31 (12.92%) Data Integration
3 24 (10.00%) Visualisation
4 13 (5.42%) Computer Science
5 9 (3.75%) Credit Risk
5 9 (3.75%) Market Risk
6 8 (3.33%) Data Extraction
7 6 (2.50%) Data Structures
7 6 (2.50%) Enterprise Software
7 6 (2.50%) Management Information System
8 5 (2.08%) Algorithms
9 4 (1.67%) Reference Data
10 2 (0.83%) CESG
10 2 (0.83%) Data Centre
10 2 (0.83%) Driving Licence
10 2 (0.83%) IVR
11 1 (0.42%) Hybrid Cloud
11 1 (0.42%) Mobile App
11 1 (0.42%) Mobile Banking
11 1 (0.42%) Virtual Team
Operating Systems
1 14 (5.83%) Linux
1 14 (5.83%) Unix
2 13 (5.42%) Windows
3 4 (1.67%) AIX
4 3 (1.25%) Windows Server
Processes & Methodologies
1 58 (24.17%) ETL
2 56 (23.33%) Agile Software Development
2 56 (23.33%) Analytics
3 45 (18.75%) Data Management
4 37 (15.42%) Data Modelling
5 32 (13.33%) Data Analysis
6 23 (9.58%) Scrum
7 20 (8.33%) CRM
7 20 (8.33%) Project Management
8 17 (7.08%) Information Management
8 17 (7.08%) Performance Tuning
8 17 (7.08%) Workflow
9 16 (6.67%) Continuous Integration
9 16 (6.67%) Data Analytics
9 16 (6.67%) ERP
9 16 (6.67%) SDLC
10 15 (6.25%) Stakeholder Management
11 13 (5.42%) Data Visualisation
11 13 (5.42%) Master Data Management
11 13 (5.42%) SOA
Programming Languages
1 129 (53.75%) SQL
2 35 (14.58%) PL/SQL
3 32 (13.33%) Java
4 25 (10.42%) T-SQL
5 22 (9.17%) Python
6 17 (7.08%) C#
7 10 (4.17%) ABAP
7 10 (4.17%) JavaScript
8 9 (3.75%) Scala
8 9 (3.75%) Shell Script
9 6 (2.50%) C++
9 6 (2.50%) Ruby
10 5 (2.08%) R
11 4 (1.67%) PowerShell
12 3 (1.25%) SAS Macro
13 2 (0.83%) VBA
14 1 (0.42%) PeopleCode
14 1 (0.42%) SQR
14 1 (0.42%) VB
14 1 (0.42%) VB.NET
Qualifications
1 18 (7.50%) Degree
2 2 (0.83%) CISA
2 2 (0.83%) CISSP
2 2 (0.83%) CRISC
3 1 (0.42%) CISM
3 1 (0.42%) ISEB
3 1 (0.42%) ITIL Certification
Quality Assurance & Compliance
1 19 (7.92%) Data Quality
2 8 (3.33%) QA
3 2 (0.83%) PCI DSS
4 1 (0.42%) ISO/IEC 27001
System Software
1 3 (1.25%) HDFS
2 1 (0.42%) Apache Flume
Systems Management
1 12 (5.00%) Oozie
2 9 (3.75%) Rundeck
3 1 (0.42%) SCOM
Vendors
1 73 (30.42%) Oracle
2 47 (19.58%) Microsoft
3 34 (14.17%) SAP
4 32 (13.33%) Tableau
5 30 (12.50%) Cognos
6 25 (10.42%) MicroStrategy
7 12 (5.00%) IBM
8 8 (3.33%) Hyperion
8 8 (3.33%) Informatica
8 8 (3.33%) Netezza
9 5 (2.08%) Teradata
10 2 (0.83%) Anaplan
10 2 (0.83%) Google
10 2 (0.83%) HP
10 2 (0.83%) Salesforce.com
10 2 (0.83%) Sun
10 2 (0.83%) Sybase
10 2 (0.83%) Talend
11 1 (0.42%) Citrix
11 1 (0.42%) PeopleSoft
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