The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Integration over the 3 months to 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Integration
Rank 145 127 148
Rank change year-on-year
-18 +21
Permanent jobs citing Data Integration 25 28 10
As % of all permanent IT jobs located in Scotland 0.69% 0.91% 0.31%
As % of the Miscellaneous category 1.86% 2.65% 0.95%
Number of salaries quoted 21 17 6
Average salary £43,000 £55,000 £65,000
Average salary % change year-on-year
-21.81% -15.38%
UK excluding London average salary £50,000 £50,000 £50,000
Data Integration
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1342 1055 1058
As % of all permanent IT jobs located in Scotland 37.00% 34.18% 32.59%
Number of salaries quoted 891 687 669
Average salary £40,000 £42,500 £40,000
Average salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £29,450 £30,000 £26,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

Data Integration
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Integration across the Scotland region as a proportion of the total demand within the Miscellaneous category.

Data Integration Jobs Demand Trend in Scotland

Data Integration
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration across the Scotland region.

Data Integration Salary Trend in Scotland

Data Integration
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Integration across the Scotland region over the 3 months to 16 September 2014.

Data Integration Salary Histogram in Scotland

Data Integration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 16 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -12 14 £42,500 -8.10%
Edinburgh -22 5 £47,500 -14.41% 3
Aberdeen - 4 £39,000 -
West Lothian - 1 - -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 16 September 2014, IT jobs across the Scotland region citing Data Integration also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Integration.

1 26 (55.32%) Java
2 22 (46.81%) Hibernate
3 21 (44.68%) Open Source
4 20 (42.55%) Spring
4 20 (42.55%) Oracle
4 20 (42.55%) JBoss
5 19 (40.43%) NoSQL
5 19 (40.43%) Big Data
6 17 (36.17%) Python
6 17 (36.17%) PHP
6 17 (36.17%) Finance
7 16 (34.04%) ETL
7 16 (34.04%) Agile Software Development
8 15 (31.91%) SQL
9 13 (27.66%) Ruby
10 11 (23.40%) JavaScript
10 11 (23.40%) Node.js
10 11 (23.40%) AngularJS
11 10 (21.28%) Pentaho
11 10 (21.28%) Linux
11 10 (21.28%) Informatica
12 9 (19.15%) Middleware
12 9 (19.15%) Apache
12 9 (19.15%) Tomcat
12 9 (19.15%) Business Intelligence
12 9 (19.15%) Data Modelling
12 9 (19.15%) Software Engineering
12 9 (19.15%) jQuery
12 9 (19.15%) Analytics
12 9 (19.15%) Oracle Database

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 16 September 2014, IT jobs across the Scotland region citing Data Integration also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Integration. Up to 20 skills are shown per category.

Application Platforms
1 11 (23.40%) Node.js
2 9 (19.15%) Apache
2 9 (19.15%) Tomcat
3 6 (12.77%) Alfresco
3 6 (12.77%) SugarCRM
4 5 (10.64%) CMS
5 4 (8.51%) Drupal
5 4 (8.51%) Mule
6 3 (6.38%) Oracle SOA Suite
6 3 (6.38%) Oracle Application Server
6 3 (6.38%) WebSphere
6 3 (6.38%) SAS
6 3 (6.38%) WebLogic
6 3 (6.38%) WebSphere Application Server
7 2 (4.26%) OpenStack
Applications
1 1 (2.13%) MS Excel
Business Applications
1 3 (6.38%) Oracle BPM
1 3 (6.38%) Oracle ERP
1 3 (6.38%) Cognos Business Intelligence
2 2 (4.26%) SAP HR
2 2 (4.26%) Cognos TM1
3 1 (2.13%) SAP Oil and Gas
3 1 (2.13%) Dynamics GP
Cloud Services
1 8 (17.02%) SaaS
Database & Business Intelligence
1 19 (40.43%) NoSQL
1 19 (40.43%) Big Data
2 10 (21.28%) Pentaho
3 9 (19.15%) Oracle Database
4 8 (17.02%) MongoDB
4 8 (17.02%) Hadoop
5 6 (12.77%) Apache Cassandra
6 5 (10.64%) Relational Database
6 5 (10.64%) SQL Server
6 5 (10.64%) Data Warehouse
6 5 (10.64%) RDBMS
7 4 (8.51%) PowerCenter
7 4 (8.51%) PostgreSQL
7 4 (8.51%) Oracle Database 11g
7 4 (8.51%) Apache Hive
8 3 (6.38%) SAP Data Services
8 3 (6.38%) Cognos Query Studio
8 3 (6.38%) Cognos Analysis Studio
8 3 (6.38%) Cognos Report Studio
8 3 (6.38%) Cognos Framework Manager
Development Applications
1 8 (17.02%) Talend Open Studio
2 6 (12.77%) Maven
3 4 (8.51%) Selenium
3 4 (8.51%) Jenkins
3 4 (8.51%) Jasmine
3 4 (8.51%) Cucumber
4 2 (4.26%) Git (software)
4 2 (4.26%) Subversion
4 2 (4.26%) Mockito
General
1 17 (36.17%) Finance
2 8 (17.02%) Aerospace
3 1 (2.13%) Banking
Job Titles
1 25 (53.19%) Developer
2 15 (31.91%) Java Developer
3 7 (14.89%) Architect
4 3 (6.38%) Oracle SOA Architect
4 3 (6.38%) Designer
4 3 (6.38%) Middleware Architect
4 3 (6.38%) Business Consultant
4 3 (6.38%) Oracle Architect
4 3 (6.38%) SOA Architect
4 3 (6.38%) Senior Developer
4 3 (6.38%) Technical Architect
4 3 (6.38%) Consultant
5 2 (4.26%) Junior
5 2 (4.26%) Software Engineer
5 2 (4.26%) Software Developer
5 2 (4.26%) Junior Developer
5 2 (4.26%) Junior Java Developer
5 2 (4.26%) Development Manager
5 2 (4.26%) Applications Development Manager
5 2 (4.26%) Applications Manager
Libraries, Frameworks & Software Standards
1 22 (46.81%) Hibernate
2 20 (42.55%) Spring
3 11 (23.40%) AngularJS
4 9 (19.15%) Middleware
4 9 (19.15%) jQuery
5 6 (12.77%) Java EE
6 4 (8.51%) PostGIS
7 3 (6.38%) Oracle Fusion
7 3 (6.38%) .NET
8 2 (4.26%) Swing
8 2 (4.26%) Django
9 1 (2.13%) Web Services
Miscellaneous
1 21 (44.68%) Open Source
2 4 (8.51%) GIS
2 4 (8.51%) Analytical Skills
3 3 (6.38%) Data Conversion
4 1 (2.13%) User Experience
4 1 (2.13%) Management Information System
Operating Systems
1 10 (21.28%) Linux
2 7 (14.89%) UNIX
3 4 (8.51%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (34.04%) ETL
1 16 (34.04%) Agile Software Development
2 9 (19.15%) Business Intelligence
2 9 (19.15%) Data Modelling
2 9 (19.15%) Software Engineering
2 9 (19.15%) Analytics
3 8 (17.02%) MapReduce
3 8 (17.02%) SOA
4 6 (12.77%) Data Management
5 4 (8.51%) Continuous Integration
5 4 (8.51%) TDD
5 4 (8.51%) Master Data Management
6 3 (6.38%) Business Analytics
6 3 (6.38%) Technical Architecture
6 3 (6.38%) Change Management
6 3 (6.38%) Service Management
6 3 (6.38%) ERP
6 3 (6.38%) ITIL
7 2 (4.26%) PRINCE2
7 2 (4.26%) OOD
Programming Languages
1 26 (55.32%) Java
2 17 (36.17%) Python
2 17 (36.17%) PHP
3 15 (31.91%) SQL
4 13 (27.66%) Ruby
5 11 (23.40%) JavaScript
6 8 (17.02%) PL/SQL
7 6 (12.77%) Perl
8 2 (4.26%) ABAP
8 2 (4.26%) Groovy
8 2 (4.26%) AWK
8 2 (4.26%) Jython
Qualifications
1 3 (6.38%) Degree
1 3 (6.38%) Microsoft Certification
1 3 (6.38%) MCSD
2 2 (4.26%) CITP
Quality Assurance & Compliance
1 5 (10.64%) QA
2 3 (6.38%) COBIT
Systems Management
1 4 (8.51%) Opscode Chef
1 4 (8.51%) Puppet
Vendors
1 20 (42.55%) Oracle
1 20 (42.55%) JBoss
2 10 (21.28%) Informatica
3 8 (17.02%) Talend
4 6 (12.77%) Cognos
5 5 (10.64%) Business Objects
5 5 (10.64%) SAP
6 3 (6.38%) Ab Initio
6 3 (6.38%) MicroStrategy
6 3 (6.38%) IBM
7 2 (4.26%) Red Hat
7 2 (4.26%) Actimize
7 2 (4.26%) Jaspersoft
8 1 (2.13%) Vertica
8 1 (2.13%) Hyperion
8 1 (2.13%) Microsoft
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