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 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
Data Integration
Rank 146 130 149
Rank change year-on-year
-16 +19
Permanent jobs citing Data Integration 25 23 11
As % of all permanent IT jobs located in Scotland 0.67% 0.75% 0.35%
As % of the Miscellaneous category 2.39% 2.52% 1.29%
Number of salaries quoted 21 14 7
Average salary £45,000 £55,250 £65,000
Average salary % change year-on-year
-18.55% -15.00%
UK excluding London average salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1046 914 855
As % of all permanent IT jobs located in Scotland 28.01% 30.00% 27.27%
Number of salaries quoted 662 588 539
Average salary £41,500 £41,247 £40,000
Average salary % change year-on-year
+0.61% +3.11%
90% offered a salary of more than £28,000 £30,000 £26,000
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London average salary £40,000 £40,000 £38,000
% change year-on-year
- +5.26%

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 29 August 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 29 August 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 -5 12 £48,500 -11.81% 1
Edinburgh -16 7 £47,500 -14.41% 3
Aberdeen - 4 £39,000 - 1
West Lothian - 1 - -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 29 August 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 25 (52.08%) Java
2 24 (50.00%) Oracle
3 21 (43.75%) Hibernate
4 20 (41.67%) Open Source
5 19 (39.58%) Big Data
5 19 (39.58%) Spring
5 19 (39.58%) JBoss
6 18 (37.50%) ETL
6 18 (37.50%) NoSQL
7 16 (33.33%) Python
7 16 (33.33%) PHP
7 16 (33.33%) Finance
8 14 (29.17%) SQL
9 13 (27.08%) Ruby
10 12 (25.00%) Business Intelligence
10 12 (25.00%) Oracle Database
11 11 (22.92%) JavaScript
12 10 (20.83%) Linux
12 10 (20.83%) Data Modelling
12 10 (20.83%) Informatica
12 10 (20.83%) Middleware
12 10 (20.83%) Analytics
12 10 (20.83%) Node.js
12 10 (20.83%) Pentaho
13 9 (18.75%) MongoDB
13 9 (18.75%) AngularJS
13 9 (18.75%) UNIX
13 9 (18.75%) PL/SQL
13 9 (18.75%) Software Engineering
14 8 (16.67%) Agile Software Development

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 29 August 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 10 (20.83%) Node.js
2 7 (14.58%) Alfresco
2 7 (14.58%) Apache
2 7 (14.58%) Tomcat
2 7 (14.58%) SugarCRM
3 6 (12.50%) Drupal
4 5 (10.42%) CMS
5 4 (8.33%) OpenStack
6 3 (6.25%) Mule
6 3 (6.25%) Oracle SOA Suite
6 3 (6.25%) Oracle Application Server
6 3 (6.25%) WebSphere
6 3 (6.25%) SAS
6 3 (6.25%) WebSphere Application Server
6 3 (6.25%) WebLogic
Applications
1 1 (2.08%) MS Excel
Business Applications
1 3 (6.25%) Oracle ERP
1 3 (6.25%) Cognos Business Intelligence
1 3 (6.25%) Oracle BPM
2 2 (4.17%) SAP HR
2 2 (4.17%) Cognos TM1
3 1 (2.08%) SAP Oil and Gas
3 1 (2.08%) Dynamics GP
Cloud Services
1 8 (16.67%) SaaS
Database & Business Intelligence
1 19 (39.58%) Big Data
2 18 (37.50%) NoSQL
3 12 (25.00%) Oracle Database
4 10 (20.83%) Pentaho
5 9 (18.75%) MongoDB
6 8 (16.67%) Hadoop
7 7 (14.58%) RDBMS
7 7 (14.58%) Relational Database
8 6 (12.50%) SQL Server
8 6 (12.50%) Data Warehouse
9 5 (10.42%) Oracle Database 11g
9 5 (10.42%) Apache Cassandra
10 4 (8.33%) PowerCenter
10 4 (8.33%) PostgreSQL
10 4 (8.33%) MySQL
11 3 (6.25%) BusinessObjects
11 3 (6.25%) DecisionStream
11 3 (6.25%) DataStage
11 3 (6.25%) Apache Hive
11 3 (6.25%) SAP Data Services
Development Applications
1 7 (14.58%) Talend Open Studio
2 6 (12.50%) Maven
3 5 (10.42%) Cucumber
4 4 (8.33%) Jasmine
4 4 (8.33%) Jenkins
4 4 (8.33%) Selenium
5 2 (4.17%) Git (software)
5 2 (4.17%) Mockito
5 2 (4.17%) Subversion
General
1 16 (33.33%) Finance
2 7 (14.58%) Aerospace
3 1 (2.08%) Banking
Job Titles
1 27 (56.25%) Developer
2 16 (33.33%) Java Developer
3 7 (14.58%) Architect
4 4 (8.33%) Consultant
4 4 (8.33%) Business Consultant
5 3 (6.25%) Technical Architect
5 3 (6.25%) Oracle Developer
5 3 (6.25%) Senior Developer
5 3 (6.25%) SOA Architect
5 3 (6.25%) Oracle Architect
5 3 (6.25%) Designer
5 3 (6.25%) Oracle SOA Architect
5 3 (6.25%) Middleware Architect
6 2 (4.17%) OBIEE Developer
6 2 (4.17%) Application Development Manager
6 2 (4.17%) Junior Developer
6 2 (4.17%) Junior Java Developer
6 2 (4.17%) Applications Development Manager
6 2 (4.17%) Applications Manager
6 2 (4.17%) Junior
Libraries, Frameworks & Software Standards
1 21 (43.75%) Hibernate
2 19 (39.58%) Spring
3 10 (20.83%) Middleware
4 9 (18.75%) AngularJS
5 7 (14.58%) jQuery
6 6 (12.50%) Java EE
7 4 (8.33%) Django
7 4 (8.33%) PostGIS
8 3 (6.25%) Oracle Fusion
8 3 (6.25%) .NET
9 2 (4.17%) Swing
10 1 (2.08%) Web Services
10 1 (2.08%) Ruby on Rails
Miscellaneous
1 20 (41.67%) Open Source
2 6 (12.50%) GIS
3 4 (8.33%) Data Conversion
4 1 (2.08%) Visualisation
4 1 (2.08%) Management Information System
Operating Systems
1 10 (20.83%) Linux
2 9 (18.75%) UNIX
3 6 (12.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 18 (37.50%) ETL
2 12 (25.00%) Business Intelligence
3 10 (20.83%) Data Modelling
3 10 (20.83%) Analytics
4 9 (18.75%) Software Engineering
5 8 (16.67%) Agile Software Development
5 8 (16.67%) SOA
6 7 (14.58%) MapReduce
6 7 (14.58%) Data Management
7 5 (10.42%) TDD
7 5 (10.42%) Master Data Management
8 4 (8.33%) Continuous Integration
8 4 (8.33%) Data Analysis
8 4 (8.33%) Automated Testing
8 4 (8.33%) MVC
8 4 (8.33%) OOP
8 4 (8.33%) OO
9 3 (6.25%) ERP
9 3 (6.25%) ITIL
9 3 (6.25%) Change Management
Programming Languages
1 25 (52.08%) Java
2 16 (33.33%) PHP
2 16 (33.33%) Python
3 14 (29.17%) SQL
4 13 (27.08%) Ruby
5 11 (22.92%) JavaScript
6 9 (18.75%) PL/SQL
7 5 (10.42%) Perl
8 2 (4.17%) ABAP
8 2 (4.17%) AWK
8 2 (4.17%) Jython
8 2 (4.17%) Groovy
Qualifications
1 3 (6.25%) MCSD
1 3 (6.25%) Microsoft Certification
1 3 (6.25%) Degree
2 2 (4.17%) CITP
Quality Assurance & Compliance
1 5 (10.42%) QA
2 3 (6.25%) COBIT
Systems Management
1 4 (8.33%) Puppet
1 4 (8.33%) Opscode Chef
Vendors
1 24 (50.00%) Oracle
2 19 (39.58%) JBoss
3 10 (20.83%) Informatica
4 7 (14.58%) Talend
5 6 (12.50%) Cognos
6 5 (10.42%) Business Objects
6 5 (10.42%) SAP
7 4 (8.33%) Jaspersoft
8 3 (6.25%) Ab Initio
8 3 (6.25%) MicroStrategy
8 3 (6.25%) IBM
9 2 (4.17%) Red Hat
9 2 (4.17%) Actimize
10 1 (2.08%) Netezza
10 1 (2.08%) Tableau
10 1 (2.08%) Vertica
10 1 (2.08%) Teradata
10 1 (2.08%) Microsoft
10 1 (2.08%) Hyperion
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