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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Business Intelligence (BI)
UK / Scotland
Rank 53 24 45
Rank change year-on-year
-29 +21
Permanent jobs citing Business Intelligence 86 209 146
As % of all permanent IT jobs located in Scotland 3.87% 7.07% 4.82%
As % of the Processes & Methodologies category 4.33% 7.83% 5.45%
Number of salaries quoted 51 133 102
Median salary £47,500 £47,500 £43,000
Median salary % change year-on-year
- +10.46%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £71,500 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000

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
1987 2668 2680
As % of all permanent IT jobs located in Scotland 89.42% 90.29% 88.57%
Number of salaries quoted 1249 1724 1763
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 £32,000
10% offered a salary of more than £60,500 £61,500 £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 21 January 2017.

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 21 January 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 -23 47 £47,500 - 8
Glasgow -34 27 £50,000 +5.26% 5
West Lothian +9 5 £40,000 -41.60% 1
Fife - 2 £40,000 - 1
Aberdeen +2 1 £35,000 - 1
Scottish Borders 0 1 £55,000 +83.33%
Aberdeenshire - 1 £31,500 -
Business Intelligence
UK

Business Intelligence
Top 30 Related IT Skills in Scotland

For the 6 months to 21 January 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 96 (48.48%) SQL
2 75 (37.88%) Finance
3 63 (31.82%) Data Warehouse
4 61 (30.81%) Oracle
5 56 (28.28%) SQL Server
6 53 (26.77%) ETL
7 52 (26.26%) Analytics
8 46 (23.23%) Agile Software Development
9 37 (18.69%) SQL Server Integration Services
10 36 (18.18%) Microsoft
10 36 (18.18%) Analytical Skills
11 32 (16.16%) Data Integration
11 32 (16.16%) SQL Server Reporting Services
12 31 (15.66%) Big Data
13 30 (15.15%) Data Management
13 30 (15.15%) PL/SQL
14 28 (14.14%) SAP
14 28 (14.14%) MS Excel
15 26 (13.13%) Data Modelling
15 26 (13.13%) Marketing
16 25 (12.63%) T-SQL
17 24 (12.12%) MicroStrategy
17 24 (12.12%) Tableau
18 22 (11.11%) Oracle Database
18 22 (11.11%) SAS
19 21 (10.61%) Java
19 21 (10.61%) BusinessObjects
20 20 (10.10%) Project Management
20 20 (10.10%) ERP
21 19 (9.60%) SAP BW

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 22 (11.11%) SAS
2 7 (3.54%) Oracle SOA Suite
2 7 (3.54%) SharePoint
3 6 (3.03%) Apache Spark
3 6 (3.03%) Oracle Workflow
4 4 (2.02%) Apache Pig
5 2 (1.01%) Confluence
6 1 (0.51%) CMS
6 1 (0.51%) Exchange Server 2010
6 1 (0.51%) IIS
6 1 (0.51%) MS Exchange
Applications
1 28 (14.14%) MS Excel
2 1 (0.51%) MS Office
2 1 (0.51%) MS PowerPoint
Business Applications
1 17 (8.59%) Oracle Applications
1 17 (8.59%) Oracle EBS
2 16 (8.08%) Oracle EBS R12
3 11 (5.56%) Cognos Business Intelligence
4 10 (5.05%) Oracle 11i
5 9 (4.55%) SAP CRM
5 9 (4.55%) SAP SD
6 8 (4.04%) SAP BPC
7 6 (3.03%) HFM
7 6 (3.03%) Oracle Assets
7 6 (3.03%) Oracle Cash Management
7 6 (3.03%) Oracle E-Business Tax
7 6 (3.03%) Oracle Payables
7 6 (3.03%) Oracle Receivables
8 5 (2.53%) SAP Oil and Gas
9 4 (2.02%) Dynamics CRM
9 4 (2.02%) Oracle ERP
10 1 (0.51%) Dynamics NAV
10 1 (0.51%) PeopleSoft Financials
10 1 (0.51%) PeopleSoft HCM
Cloud Services
1 5 (2.53%) Amazon AWS
1 5 (2.53%) SaaS
2 4 (2.02%) GitHub
2 4 (2.02%) Microsoft Azure
3 2 (1.01%) Google Analytics
4 1 (0.51%) Amazon EMR
4 1 (0.51%) Cloud Computing
4 1 (0.51%) Google Cloud Platform
Communications & Networking
1 1 (0.51%) DNS
1 1 (0.51%) Firewall
1 1 (0.51%) SAN
1 1 (0.51%) VPN
Database & Business Intelligence
1 63 (31.82%) Data Warehouse
2 56 (28.28%) SQL Server
3 37 (18.69%) SQL Server Integration Services
4 32 (16.16%) SQL Server Reporting Services
5 31 (15.66%) Big Data
6 22 (11.11%) Oracle Database
7 21 (10.61%) BusinessObjects
8 19 (9.60%) SAP BW
9 17 (8.59%) BusinessObjects Business Intelligence
10 14 (7.07%) Oracle BI EE
10 14 (7.07%) Oracle Reports
11 13 (6.57%) Relational Database
12 12 (6.06%) SQL Server 2012
12 12 (6.06%) SQL Server Analysis Services
13 11 (5.56%) Hadoop
13 11 (5.56%) Oracle BI Publisher
13 11 (5.56%) RDBMS
13 11 (5.56%) SAP HANA
13 11 (5.56%) SQL Server 2014
14 9 (4.55%) Oracle Database 10g
Development Applications
1 14 (7.07%) Oracle APEX
2 10 (5.05%) Oracle Forms
3 9 (4.55%) JDeveloper
4 8 (4.04%) Git (software)
4 8 (4.04%) Team Foundation Server
5 7 (3.54%) Visual Studio
6 5 (2.53%) Jenkins
7 4 (2.02%) JIRA
7 4 (2.02%) Subversion
8 3 (1.52%) Maven
9 2 (1.01%) JBehave
9 2 (1.01%) Selenium
9 2 (1.01%) Talend Open Studio
10 1 (0.51%) Artifactory
10 1 (0.51%) Hudson
10 1 (0.51%) ProC
10 1 (0.51%) PVCS
10 1 (0.51%) SonarQube
General
1 75 (37.88%) Finance
2 26 (13.13%) Marketing
3 16 (8.08%) Banking
4 13 (6.57%) Retail
5 9 (4.55%) Legal
6 7 (3.54%) Manufacturing
6 7 (3.54%) Retail Banking
7 6 (3.03%) General Ledger
8 5 (2.53%) Electronics
8 5 (2.53%) Telecoms
9 3 (1.52%) Law
9 3 (1.52%) Spanish Language
10 1 (0.51%) Advertising
10 1 (0.51%) Back Office
10 1 (0.51%) Financial Institution
Job Titles
1 64 (32.32%) Developer
2 36 (18.18%) Consultant
3 32 (16.16%) Business Intelligence Developer
4 30 (15.15%) Analyst
5 19 (9.60%) Architect
6 15 (7.58%) SQL Developer
7 14 (7.07%) Business Intelligence Consultant
7 14 (7.07%) Oracle Developer
8 11 (5.56%) SQL BI Developer
9 10 (5.05%) SAP Consultant
9 10 (5.05%) Solutions Architect
10 9 (4.55%) Applications Developer
10 9 (4.55%) Business Intelligence Analyst
10 9 (4.55%) CRM Architect
10 9 (4.55%) CRM Solutions Architect
10 9 (4.55%) SAP Architect
10 9 (4.55%) SAP Solutions Architect
10 9 (4.55%) SQL Server BI Developer
10 9 (4.55%) SQL Server Developer
11 8 (4.04%) SAP BI Consultant
Libraries, Frameworks & Software Standards
1 18 (9.09%) XML
2 10 (5.05%) .NET
2 10 (5.05%) HTML
2 10 (5.05%) Web Services
3 8 (4.04%) RESTful
4 7 (3.54%) JSON
5 6 (3.03%) CSS
6 5 (2.53%) Middleware
7 4 (2.02%) ASP.NET
8 3 (1.52%) HTML5
9 2 (1.01%) ASP.NET MVC
9 2 (1.01%) ASP.NET MVC 5
9 2 (1.01%) ASP.NET Web API
9 2 (1.01%) D3.js
9 2 (1.01%) MDX
9 2 (1.01%) SAP Basis
9 2 (1.01%) XMPP
10 1 (0.51%) .NET Framework
10 1 (0.51%) ASP.NET Web Forms
10 1 (0.51%) Spring
Miscellaneous
1 36 (18.18%) Analytical Skills
2 32 (16.16%) Data Integration
3 12 (6.06%) Computer Science
3 12 (6.06%) Visualisation
4 9 (4.55%) Credit Risk
5 8 (4.04%) Data Extraction
5 8 (4.04%) Enterprise Software
6 4 (2.02%) Management Information System
7 3 (1.52%) Reference Data
8 2 (1.01%) Algorithms
8 2 (1.01%) Data Structures
8 2 (1.01%) Market Risk
9 1 (0.51%) Blog
9 1 (0.51%) CESG
9 1 (0.51%) Driving Licence
9 1 (0.51%) Hybrid Cloud
9 1 (0.51%) IVR
9 1 (0.51%) Mobile App
9 1 (0.51%) Statistics
Operating Systems
1 10 (5.05%) Linux
1 10 (5.05%) Windows
2 8 (4.04%) Unix
3 2 (1.01%) Windows Server
4 1 (0.51%) AIX
4 1 (0.51%) Windows 7
4 1 (0.51%) Windows Server 2012
Processes & Methodologies
1 53 (26.77%) ETL
2 52 (26.26%) Analytics
3 46 (23.23%) Agile Software Development
4 30 (15.15%) Data Management
5 26 (13.13%) Data Modelling
6 20 (10.10%) ERP
6 20 (10.10%) Project Management
7 19 (9.60%) Data Analysis
8 17 (8.59%) CRM
9 16 (8.08%) Information Management
10 14 (7.07%) Stakeholder Management
11 13 (6.57%) Predictive Analytics
12 12 (6.06%) Scrum
13 11 (5.56%) Data Analytics
13 11 (5.56%) Workflow
14 10 (5.05%) Business Analytics
15 9 (4.55%) Master Data Management
15 9 (4.55%) Order to Cash
15 9 (4.55%) People Management
15 9 (4.55%) Performance Tuning
Programming Languages
1 96 (48.48%) SQL
2 30 (15.15%) PL/SQL
3 25 (12.63%) T-SQL
4 21 (10.61%) Java
5 13 (6.57%) C#
6 12 (6.06%) Python
7 8 (4.04%) ABAP
8 7 (3.54%) Shell Script
9 4 (2.02%) JavaScript
9 4 (2.02%) PowerShell
9 4 (2.02%) R
9 4 (2.02%) Ruby
10 2 (1.01%) C++
10 2 (1.01%) SAS Macro
10 2 (1.01%) Scala
11 1 (0.51%) Bash Shell
11 1 (0.51%) PeopleCode
11 1 (0.51%) Perl
11 1 (0.51%) SQR
11 1 (0.51%) VBA
Qualifications
1 15 (7.58%) Degree
2 2 (1.01%) CISA
2 2 (1.01%) CISSP
2 2 (1.01%) CRISC
Quality Assurance & Compliance
1 13 (6.57%) Data Quality
2 7 (3.54%) QA
3 1 (0.51%) PCI DSS
System Software
1 3 (1.52%) HDFS
2 1 (0.51%) VMware Infrastructure
2 1 (0.51%) XenApp
Systems Management
1 5 (2.53%) Oozie
2 2 (1.01%) Rundeck
3 1 (0.51%) SCCM
3 1 (0.51%) SCOM
Vendors
1 61 (30.81%) Oracle
2 36 (18.18%) Microsoft
3 28 (14.14%) SAP
4 24 (12.12%) MicroStrategy
4 24 (12.12%) Tableau
5 18 (9.09%) Cognos
6 9 (4.55%) Informatica
7 7 (3.54%) Hyperion
7 7 (3.54%) Netezza
8 4 (2.02%) IBM
8 4 (2.02%) Teradata
9 2 (1.01%) CA Agile Central
9 2 (1.01%) Citrix
9 2 (1.01%) Google
9 2 (1.01%) Salesforce.com
9 2 (1.01%) Sybase
9 2 (1.01%) Talend
10 1 (0.51%) Alteryx
10 1 (0.51%) ServiceNow
10 1 (0.51%) VMware
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