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

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Data Integration
Rank 121 154 148
Rank change year-on-year
+33 -6
Permanent jobs citing Data Integration 35 18 12
As % of all permanent IT jobs located in Scotland 1.13% 0.49% 0.40%
As % of the Miscellaneous category 3.06% 1.36% 1.06%
Number of salaries quoted 30 12 8
Average salary £55,000 £55,000 £45,000
Average salary % change year-on-year
- +22.22%
UK excluding London average salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%
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
1143 1325 1132
As % of all permanent IT jobs located in Scotland 36.78% 35.83% 37.81%
Number of salaries quoted 674 826 625
Average salary £42,500 £42,000 £40,000
Average salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £60,000 £60,000 £57,100
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 27 March 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 27 March 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 +21 19 £45,000 +12.50% 1
Edinburgh +18 17 £55,000 -1.34% 3
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 27 March 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 37 (68.52%) Finance
2 31 (57.41%) Agile Software Development
3 23 (42.59%) Java
4 22 (40.74%) Hibernate
4 22 (40.74%) Spring
4 22 (40.74%) Open Source
5 18 (33.33%) Middleware
6 17 (31.48%) Python
6 17 (31.48%) Big Data
7 16 (29.63%) PHP
8 15 (27.78%) SOA
8 15 (27.78%) Hadoop
9 14 (25.93%) Talend Open Studio
9 14 (25.93%) Pentaho
9 14 (25.93%) Talend
10 13 (24.07%) Data Modelling
10 13 (24.07%) Project Management
10 13 (24.07%) Enterprise Architecture
11 12 (22.22%) Scrum
11 12 (22.22%) MapReduce
12 11 (20.37%) NoSQL
12 11 (20.37%) Use Case
12 11 (20.37%) JBoss
13 10 (18.52%) JavaScript
13 10 (18.52%) Ruby
13 10 (18.52%) Degree
13 10 (18.52%) Analytical Skills
14 9 (16.67%) Apache Hive
14 9 (16.67%) MongoDB
14 9 (16.67%) Apache Cassandra

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 27 March 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 11 (20.37%) JBoss
2 6 (11.11%) CMS
2 6 (11.11%) SugarCRM
2 6 (11.11%) Alfresco
2 6 (11.11%) Mule
2 6 (11.11%) Node.js
3 5 (9.26%) Apache
3 5 (9.26%) Tomcat
4 3 (5.56%) SAS
4 3 (5.56%) Apache Pig
Applications
1 4 (7.41%) MS Excel
2 1 (1.85%) MS PowerPoint
2 1 (1.85%) MS Office
Business Applications
1 1 (1.85%) Cognos Business Intelligence
Cloud Services
1 2 (3.70%) SaaS
Communications & Networking
1 9 (16.67%) Internet
Database & Business Intelligence
1 17 (31.48%) Big Data
2 15 (27.78%) Hadoop
3 14 (25.93%) Pentaho
4 11 (20.37%) NoSQL
5 9 (16.67%) Apache Hive
5 9 (16.67%) MongoDB
5 9 (16.67%) Apache Cassandra
6 8 (14.81%) Data Warehouse
6 8 (14.81%) PostgreSQL
7 4 (7.41%) RDBMS
7 4 (7.41%) Oracle Database
7 4 (7.41%) Relational Database
8 3 (5.56%) HBase
8 3 (5.56%) SQL Server
9 2 (3.70%) MySQL
9 2 (3.70%) SQL Server Reporting Services
9 2 (3.70%) SQL Server Integration Services
9 2 (3.70%) SQL Server Analysis Services
9 2 (3.70%) Oracle BI EE
9 2 (3.70%) SQL Server 2012
Development Applications
1 14 (25.93%) Talend Open Studio
2 6 (11.11%) Maven
2 6 (11.11%) Jenkins
3 4 (7.41%) Mockito
4 3 (5.56%) Gradle
4 3 (5.56%) Selenium
4 3 (5.56%) JUnit
4 3 (5.56%) Eclipse
4 3 (5.56%) TestNG
4 3 (5.56%) Git (software)
5 2 (3.70%) Jasmine
6 1 (1.85%) Cucumber
6 1 (1.85%) Team Foundation Server
General
1 37 (68.52%) Finance
2 7 (12.96%) Banking
3 6 (11.11%) Aerospace
4 4 (7.41%) Retail
4 4 (7.41%) Investment Banking
4 4 (7.41%) Retail Banking
5 1 (1.85%) Marketing
Job Titles
1 22 (40.74%) Architect
2 16 (29.63%) Developer
3 10 (18.52%) Java Developer
4 7 (12.96%) Consultant
4 7 (12.96%) Data Consultant
5 6 (11.11%) Java Architect
5 6 (11.11%) Solutions Architect
5 6 (11.11%) Java Solutions Architect
6 5 (9.26%) Team Leader
6 5 (9.26%) Development Team Leader
7 4 (7.41%) Integration Consultant
7 4 (7.41%) Applications Architect
7 4 (7.41%) Data Integration Consultant
7 4 (7.41%) Senior Architect
7 4 (7.41%) AWS Architect
8 3 (5.56%) Technology Consultant
8 3 (5.56%) Big Data Consultant
8 3 (5.56%) Data Architect
8 3 (5.56%) Analyst
8 3 (5.56%) Technical Architect
Libraries, Frameworks & Software Standards
1 22 (40.74%) Hibernate
1 22 (40.74%) Spring
2 18 (33.33%) Middleware
3 9 (16.67%) XML
3 9 (16.67%) XSLT
3 9 (16.67%) XML Schema
3 9 (16.67%) XForms
4 6 (11.11%) PostGIS
5 5 (9.26%) AngularJS
5 5 (9.26%) jQuery
6 4 (7.41%) Web Services
Miscellaneous
1 22 (40.74%) Open Source
2 10 (18.52%) Analytical Skills
3 4 (7.41%) Computer Science
4 3 (5.56%) Reference Data
4 3 (5.56%) Enterprise Software
5 1 (1.85%) GIS
5 1 (1.85%) Credit Risk
Operating Systems
1 7 (12.96%) Linux
2 2 (3.70%) UNIX
Processes & Methodologies
1 31 (57.41%) Agile Software Development
2 15 (27.78%) SOA
3 13 (24.07%) Data Modelling
3 13 (24.07%) Project Management
3 13 (24.07%) Enterprise Architecture
4 12 (22.22%) Scrum
4 12 (22.22%) MapReduce
5 11 (20.37%) Use Case
6 9 (16.67%) Technical Architecture
6 9 (16.67%) Business Intelligence
6 9 (16.67%) E-Commerce
6 9 (16.67%) PRINCE2
7 8 (14.81%) DSDM
7 8 (14.81%) Content Management
8 7 (12.96%) Data Management
9 6 (11.11%) Data Architecture
9 6 (11.11%) Software Engineering
9 6 (11.11%) Analytics
10 5 (9.26%) Master Data Management
10 5 (9.26%) Waterfall
Programming Languages
1 23 (42.59%) Java
2 17 (31.48%) Python
3 16 (29.63%) PHP
4 10 (18.52%) JavaScript
4 10 (18.52%) Ruby
5 9 (16.67%) XPath
5 9 (16.67%) SQL
6 6 (11.11%) Perl
7 4 (7.41%) T-SQL
8 2 (3.70%) PL/SQL
9 1 (1.85%) R
9 1 (1.85%) C#
Qualifications
1 10 (18.52%) Degree
2 1 (1.85%) PMP
2 1 (1.85%) PMI Certification
Quality Assurance & Compliance
1 8 (14.81%) ISO 9001
2 3 (5.56%) Data Quality
3 1 (1.85%) QA
System Software
1 3 (5.56%) Apache Flume
1 3 (5.56%) Docker
Systems Management
1 6 (11.11%) Puppet
2 4 (7.41%) MOM
3 3 (5.56%) Vagrant
3 3 (5.56%) Opscode Chef
Vendors
1 14 (25.93%) Talend
2 9 (16.67%) Oracle
3 4 (7.41%) Informatica
4 3 (5.56%) Microsoft
4 3 (5.56%) Business Objects
4 3 (5.56%) Cognos
5 2 (3.70%) Hyperion
5 2 (3.70%) MicroStrategy
6 1 (1.85%) IBM
Scotland
ANSON MCCADE
Salary: £35k-£60k+benefits+ career progression opportunities
Posted: Yesterday
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £30000 - £55000 per annum
Posted: Yesterday
Edinburgh
Real Staffing
Salary: £38000 - £55000 per annum + competitive benefits
Posted: 3 days ago
Edinburgh, Midlothian
Harris Global
Salary: bonus + bens
Posted: 3 days ago
Edinburgh
Real Staffing
Salary: £38000 - £55000 per annum + competitive benefits
Posted: 23 days ago