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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Business Intelligence (BI)
UK / Scotland
Rank 44 27 47
Rank change year-on-year
-17 +20
Permanent jobs citing Business Intelligence 117 211 149
As % of all permanent IT jobs located in Scotland 5.15% 7.10% 4.69%
As % of the Processes & Methodologies category 5.72% 7.83% 5.29%
Number of salaries quoted 74 136 115
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 £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
2047 2694 2819
As % of all permanent IT jobs located in Scotland 90.18% 90.71% 88.65%
Number of salaries quoted 1332 1709 1770
Median salary £45,000 £45,000 £43,000
Median salary % change year-on-year
- +4.65%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £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 23 February 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 23 February 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 -15 63 £42,500 -10.52% 10
Glasgow -26 41 £35,000 -26.31% 3
West Lothian +4 7 £40,000 -41.60%
Fife - 3 £35,000 -
Scottish Borders 0 2 £45,000 +50.00% 1
Dundee - 1 - -
Business Intelligence
UK

Business Intelligence
Top 30 Related IT Skills in Scotland

For the 6 months to 23 February 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.

1 111 (51.87%) SQL
2 88 (41.12%) Finance
3 84 (39.25%) SQL Server
4 80 (37.38%) Data Warehouse
5 65 (30.37%) Oracle
6 61 (28.50%) ETL
6 61 (28.50%) SQL Server Integration Services
7 59 (27.57%) SQL Server Reporting Services
8 57 (26.64%) Microsoft
9 55 (25.70%) Analytics
10 52 (24.30%) MS Excel
11 39 (18.22%) Agile Software Development
12 35 (16.36%) Data Modelling
12 35 (16.36%) XML
13 34 (15.89%) Analytical Skills
14 31 (14.49%) C#
15 30 (14.02%) T-SQL
15 30 (14.02%) PL/SQL
15 30 (14.02%) Data Integration
16 27 (12.62%) .NET
16 27 (12.62%) MicroStrategy
16 27 (12.62%) Data Management
17 25 (11.68%) Big Data
18 24 (11.21%) Credit Risk
19 23 (10.75%) SAS
19 23 (10.75%) SAP
19 23 (10.75%) Tableau
19 23 (10.75%) Oracle Database
20 22 (10.28%) Git (software)
21 21 (9.81%) Project Management

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 23 (10.75%) SAS
2 10 (4.67%) SharePoint
3 9 (4.21%) Oracle SOA Suite
4 5 (2.34%) Apache Spark
5 4 (1.87%) Apache Pig
5 4 (1.87%) Oracle Workflow
6 2 (0.93%) Confluence
7 1 (0.47%) CMS
7 1 (0.47%) Exchange Server 2010
7 1 (0.47%) IIS
7 1 (0.47%) MS Exchange
Applications
1 52 (24.30%) MS Excel
2 3 (1.40%) MS Office
3 2 (0.93%) MS PowerPoint
Business Applications
1 20 (9.35%) Oracle EBS
2 19 (8.88%) Oracle Applications
3 18 (8.41%) Oracle EBS R12
4 14 (6.54%) Oracle 11i
5 10 (4.67%) Cognos Business Intelligence
6 9 (4.21%) SAP CRM
6 9 (4.21%) SAP SD
7 6 (2.80%) Oracle ERP
8 5 (2.34%) Dynamics CRM
9 4 (1.87%) HFM
9 4 (1.87%) Oracle Assets
9 4 (1.87%) Oracle Cash Management
9 4 (1.87%) Oracle E-Business Tax
9 4 (1.87%) Oracle Payables
9 4 (1.87%) Oracle Receivables
9 4 (1.87%) SAP BPC
10 3 (1.40%) Dynamics NAV
10 3 (1.40%) SAP Oil and Gas
11 1 (0.47%) Dynamics AX
11 1 (0.47%) Line 500
Cloud Services
1 6 (2.80%) Amazon AWS
2 5 (2.34%) Microsoft Azure
3 4 (1.87%) GitHub
4 3 (1.40%) Google Analytics
4 3 (1.40%) SaaS
5 1 (0.47%) Amazon EMR
5 1 (0.47%) Cloud Computing
5 1 (0.47%) Google Cloud Platform
Communications & Networking
1 1 (0.47%) SAN
Database & Business Intelligence
1 84 (39.25%) SQL Server
2 80 (37.38%) Data Warehouse
3 61 (28.50%) SQL Server Integration Services
4 59 (27.57%) SQL Server Reporting Services
5 25 (11.68%) Big Data
6 23 (10.75%) Oracle Database
7 20 (9.35%) Relational Database
8 19 (8.88%) Oracle Reports
9 18 (8.41%) BusinessObjects
9 18 (8.41%) RDBMS
10 17 (7.94%) SQL Server 2012
10 17 (7.94%) SQL Server Analysis Services
11 15 (7.01%) Hadoop
11 15 (7.01%) Oracle BI EE
11 15 (7.01%) Oracle BI Publisher
11 15 (7.01%) SAP BW
12 13 (6.07%) BusinessObjects Business Intelligence
12 13 (6.07%) Oracle Database 10g
12 13 (6.07%) SQL Server 2014
13 10 (4.67%) DB2
Development Applications
1 22 (10.28%) Git (software)
2 16 (7.48%) Bitbucket
2 16 (7.48%) Oracle APEX
3 13 (6.07%) JDeveloper
3 13 (6.07%) Oracle Forms
3 13 (6.07%) Team Foundation Server
4 9 (4.21%) Visual Studio
5 5 (2.34%) ERwin
6 3 (1.40%) Jenkins
6 3 (1.40%) Maven
7 2 (0.93%) JBehave
7 2 (0.93%) JIRA
7 2 (0.93%) Selenium
7 2 (0.93%) Subversion
7 2 (0.93%) Talend Open Studio
8 1 (0.47%) Artifactory
8 1 (0.47%) Hudson
8 1 (0.47%) PVCS
8 1 (0.47%) SonarQube
General
1 88 (41.12%) Finance
2 20 (9.35%) Marketing
3 10 (4.67%) Banking
4 7 (3.27%) Legal
5 6 (2.80%) Retail
6 5 (2.34%) Manufacturing
7 4 (1.87%) General Ledger
8 3 (1.40%) Electronics
8 3 (1.40%) Spanish Language
8 3 (1.40%) Telecoms
9 2 (0.93%) Law
9 2 (0.93%) Retail Banking
10 1 (0.47%) Back Office
10 1 (0.47%) Local Government
Job Titles
1 82 (38.32%) Developer
2 38 (17.76%) Business Intelligence Developer
3 33 (15.42%) Analyst
4 32 (14.95%) SQL Developer
5 30 (14.02%) Consultant
6 26 (12.15%) Architect
7 17 (7.94%) Database Developer
7 17 (7.94%) SQL Database Developer
8 16 (7.48%) C# Developer
8 16 (7.48%) Oracle Developer
9 14 (6.54%) Data Architect
9 14 (6.54%) SQL BI Developer
10 13 (6.07%) Applications Developer
11 12 (5.61%) Business Intelligence Analyst
11 12 (5.61%) Senior Architect
11 12 (5.61%) SQL Server BI Developer
11 12 (5.61%) SQL Server Developer
12 11 (5.14%) Oracle Applications Developer
12 11 (5.14%) Senior Data Architect
12 11 (5.14%) SSIS Developer
Libraries, Frameworks & Software Standards
1 35 (16.36%) XML
2 27 (12.62%) .NET
3 20 (9.35%) ASP.NET
4 18 (8.41%) ASP.NET MVC
5 8 (3.74%) Web Services
6 6 (2.80%) HTML
6 6 (2.80%) RESTful
7 5 (2.34%) JSON
7 5 (2.34%) Kafka
8 4 (1.87%) CSS
9 3 (1.40%) Middleware
10 2 (0.93%) ASP.NET MVC 5
10 2 (0.93%) ASP.NET Web API
10 2 (0.93%) SAP Basis
10 2 (0.93%) XMPP
11 1 (0.47%) AngularJS
11 1 (0.47%) ASP.NET Web Forms
11 1 (0.47%) HTML5
11 1 (0.47%) jQuery
11 1 (0.47%) Node.js
Miscellaneous
1 34 (15.89%) Analytical Skills
2 24 (11.21%) Credit Risk
3 16 (7.48%) Hedge funds
4 11 (5.14%) Computer Science
5 8 (3.74%) Enterprise Software
6 5 (2.34%) Taxonomies
7 4 (1.87%) Management Information System
8 3 (1.40%) Reference Data
9 2 (0.93%) Driving Licence
9 2 (0.93%) Mainframe
10 1 (0.47%) Algorithms
10 1 (0.47%) Data Structures
10 1 (0.47%) Hybrid Cloud
Operating Systems
1 9 (4.21%) Unix
2 7 (3.27%) Linux
2 7 (3.27%) Windows
3 2 (0.93%) Windows Server
4 1 (0.47%) AIX
4 1 (0.47%) Windows 7
4 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 61 (28.50%) ETL
2 55 (25.70%) Analytics
3 39 (18.22%) Agile Software Development
4 35 (16.36%) Data Modelling
5 30 (14.02%) Data Integration
6 27 (12.62%) Data Management
7 21 (9.81%) MVC
7 21 (9.81%) Project Management
8 20 (9.35%) ERP
9 18 (8.41%) CRM
9 18 (8.41%) Investment Management
10 15 (7.01%) Data Analysis
10 15 (7.01%) Master Data Management
10 15 (7.01%) Stakeholder Management
11 14 (6.54%) Predictive Analytics
12 13 (6.07%) Business Analytics
12 13 (6.07%) Personalization
13 11 (5.14%) Data Architecture
13 11 (5.14%) Service Delivery
13 11 (5.14%) SOA
Programming Languages
1 111 (51.87%) SQL
2 31 (14.49%) C#
3 30 (14.02%) PL/SQL
3 30 (14.02%) T-SQL
4 18 (8.41%) VBA
5 16 (7.48%) VB.NET
6 13 (6.07%) Java
7 5 (2.34%) Shell Script
8 4 (1.87%) ABAP
8 4 (1.87%) JavaScript
8 4 (1.87%) PowerShell
9 3 (1.40%) Python
10 2 (0.93%) R
10 2 (0.93%) Ruby
10 2 (0.93%) SAS Macro
11 1 (0.47%) C
11 1 (0.47%) C++
11 1 (0.47%) PeopleCode
11 1 (0.47%) SQR
Qualifications
1 14 (6.54%) Degree
2 2 (0.93%) CISA
2 2 (0.93%) CISSP
2 2 (0.93%) CRISC
3 1 (0.47%) Security Cleared
Quality Assurance & Compliance
1 16 (7.48%) Basel III
2 10 (4.67%) Data Quality
3 6 (2.80%) QA
4 1 (0.47%) PCI DSS
System Software
1 3 (1.40%) HDFS
2 1 (0.47%) VMware Infrastructure
2 1 (0.47%) XenApp
Systems Management
1 3 (1.40%) Oozie
2 1 (0.47%) SCCM
2 1 (0.47%) SCOM
Vendors
1 65 (30.37%) Oracle
2 57 (26.64%) Microsoft
3 27 (12.62%) MicroStrategy
4 23 (10.75%) SAP
4 23 (10.75%) Tableau
5 19 (8.88%) Cognos
6 16 (7.48%) Perforce
7 10 (4.67%) Informatica
8 8 (3.74%) IBM
8 8 (3.74%) Netezza
8 8 (3.74%) Teradata
9 6 (2.80%) Hyperion
10 3 (1.40%) Google
11 2 (0.93%) CA Agile Central
11 2 (0.93%) Citrix
11 2 (0.93%) Sage
11 2 (0.93%) Salesforce.com
11 2 (0.93%) Talend
12 1 (0.47%) Alteryx
12 1 (0.47%) ServiceNow
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