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 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jan 2015
Same period 2014 Same period 2013
Data Integration
Rank 137 152 136
Rank change year-on-year
+15 -16
Permanent jobs citing Data Integration 19 13 15
As % of all permanent IT jobs located in Scotland 0.62% 0.39% 0.51%
As % of the Miscellaneous category 1.79% 1.00% 1.51%
Number of salaries quoted 10 9 12
Average salary £53,750 £55,000 £92,500
Average salary % change year-on-year
-2.27% -40.54%
90% offered a salary of more than £30,000 £40,000 £45,000
10% offered a salary of more than £55,250 £72,500 £110,000
UK excluding London average salary £50,000 £55,000 £51,000
% change year-on-year
-9.09% +7.84%
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
1059 1301 993
As % of all permanent IT jobs located in Scotland 34.36% 39.39% 33.82%
Number of salaries quoted 691 785 615
Average salary £40,000 £42,000 £40,000
Average salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £28,500 £27,500 £26,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

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 January 2015.

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 January 2015. 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 +19 15 £40,000 - 3
Edinburgh +3 6 £55,000 - 3
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 29 January 2015, 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 18 (50.00%) Java
1 18 (50.00%) Hibernate
1 18 (50.00%) Spring
1 18 (50.00%) Open Source
2 16 (44.44%) Agile Software Development
3 14 (38.89%) Finance
4 12 (33.33%) JBoss
4 12 (33.33%) Python
4 12 (33.33%) NoSQL
4 12 (33.33%) Big Data
5 11 (30.56%) PHP
6 10 (27.78%) SOA
6 10 (27.78%) Talend
6 10 (27.78%) MapReduce
6 10 (27.78%) Enterprise Architecture
6 10 (27.78%) Talend Open Studio
6 10 (27.78%) Pentaho
6 10 (27.78%) Hadoop
7 8 (22.22%) jQuery
7 8 (22.22%) AngularJS
7 8 (22.22%) Tomcat
7 8 (22.22%) JavaScript
7 8 (22.22%) Middleware
7 8 (22.22%) Project Management
7 8 (22.22%) Scrum
8 7 (19.44%) Apache
8 7 (19.44%) SQL
8 7 (19.44%) Node.js
8 7 (19.44%) Degree
8 7 (19.44%) Ruby

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 29 January 2015, 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 12 (33.33%) JBoss
2 8 (22.22%) Tomcat
3 7 (19.44%) Apache
3 7 (19.44%) Node.js
4 6 (16.67%) CMS
5 4 (11.11%) Alfresco
5 4 (11.11%) Mule
5 4 (11.11%) SugarCRM
Applications
1 1 (2.78%) MS Excel
Business Applications
1 3 (8.33%) Cognos Business Intelligence
2 1 (2.78%) Cognos TM1
2 1 (2.78%) Dynamics GP
Cloud Services
1 3 (8.33%) SaaS
Communications & Networking
1 4 (11.11%) Internet
Database & Business Intelligence
1 12 (33.33%) NoSQL
1 12 (33.33%) Big Data
2 10 (27.78%) Pentaho
2 10 (27.78%) Hadoop
3 6 (16.67%) PostgreSQL
4 4 (11.11%) Apache Hive
4 4 (11.11%) MongoDB
4 4 (11.11%) Apache Cassandra
5 3 (8.33%) SQL Server
5 3 (8.33%) DecisionStream
5 3 (8.33%) Cognos Query Studio
5 3 (8.33%) Cognos Analysis Studio
5 3 (8.33%) Cognos Report Studio
5 3 (8.33%) Cognos Framework Manager
6 2 (5.56%) Data Warehouse
Development Applications
1 10 (27.78%) Talend Open Studio
2 5 (13.89%) Jenkins
2 5 (13.89%) Maven
2 5 (13.89%) Selenium
3 4 (11.11%) Jasmine
General
1 14 (38.89%) Finance
2 4 (11.11%) Investment Banking
2 4 (11.11%) Retail Banking
2 4 (11.11%) Aerospace
2 4 (11.11%) Banking
2 4 (11.11%) Retail
3 1 (2.78%) Marketing
Job Titles
1 14 (38.89%) Architect
2 8 (22.22%) Developer
3 6 (16.67%) Java Architect
3 6 (16.67%) Java Solutions Architect
3 6 (16.67%) Java Developer
3 6 (16.67%) Solutions Architect
4 5 (13.89%) Consultant
5 4 (11.11%) Senior Architect
5 4 (11.11%) Applications Architect
6 3 (8.33%) Integration Consultant
6 3 (8.33%) Team Leader
6 3 (8.33%) Development Team Leader
6 3 (8.33%) Data Consultant
6 3 (8.33%) Data Integration Consultant
7 2 (5.56%) Senior Consultant
7 2 (5.56%) Applications Development Manager
7 2 (5.56%) Applications Manager
7 2 (5.56%) Application Development Manager
7 2 (5.56%) Development Manager
7 2 (5.56%) Business Consultant
Libraries, Frameworks & Software Standards
1 18 (50.00%) Hibernate
1 18 (50.00%) Spring
2 8 (22.22%) jQuery
2 8 (22.22%) AngularJS
2 8 (22.22%) Middleware
3 6 (16.67%) PostGIS
4 4 (11.11%) XForms
4 4 (11.11%) XML
4 4 (11.11%) XSLT
4 4 (11.11%) XML Schema
5 3 (8.33%) .NET
Miscellaneous
1 18 (50.00%) Open Source
2 5 (13.89%) Analytical Skills
3 4 (11.11%) Computer Science
4 1 (2.78%) Management Information System
4 1 (2.78%) User Experience
Operating Systems
1 6 (16.67%) Linux
Processes & Methodologies
1 16 (44.44%) Agile Software Development
2 10 (27.78%) SOA
2 10 (27.78%) MapReduce
2 10 (27.78%) Enterprise Architecture
3 8 (22.22%) Project Management
3 8 (22.22%) Scrum
4 5 (13.89%) Business Intelligence
5 4 (11.11%) Wealth Management
5 4 (11.11%) Use Case
5 4 (11.11%) Data Architecture
5 4 (11.11%) Investment Management
5 4 (11.11%) Technical Architecture
5 4 (11.11%) Software Engineering
5 4 (11.11%) Content Management
5 4 (11.11%) Continuous Improvement
5 4 (11.11%) E-Commerce
5 4 (11.11%) Data Modelling
5 4 (11.11%) PRINCE2
5 4 (11.11%) DSDM
6 3 (8.33%) Service Management
Programming Languages
1 18 (50.00%) Java
2 12 (33.33%) Python
3 11 (30.56%) PHP
4 8 (22.22%) JavaScript
5 7 (19.44%) SQL
5 7 (19.44%) Ruby
6 4 (11.11%) XPath
6 4 (11.11%) Perl
Qualifications
1 7 (19.44%) Degree
2 3 (8.33%) MCSD
2 3 (8.33%) Microsoft Certification
3 2 (5.56%) CITP
Quality Assurance & Compliance
1 3 (8.33%) ISO 9001
1 3 (8.33%) COBIT
2 2 (5.56%) Data Quality
3 1 (2.78%) QA
Systems Management
1 6 (16.67%) Puppet
1 6 (16.67%) Opscode Chef
Vendors
1 10 (27.78%) Talend
2 3 (8.33%) Oracle
2 3 (8.33%) Cognos
2 3 (8.33%) Informatica
2 3 (8.33%) IBM
3 1 (2.78%) Microsoft
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