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

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Integration
Rank 137 153 140
Rank change year-on-year
+16 -13
Permanent jobs citing Data Integration 25 23 24
As % of all permanent IT jobs located in Scotland 0.79% 0.63% 0.74%
As % of the Miscellaneous category 2.06% 1.73% 1.93%
Number of salaries quoted 10 18 12
Average salary £38,750 £45,000 £55,000
Average salary % change year-on-year
-13.88% -18.18%
90% offered a salary of more than £25,000 £39,250 £54,000
10% offered a salary of more than £64,950 £57,500 £56,400
UK excluding London average salary £45,500 £50,000 £44,000
% change year-on-year
-9.00% +13.63%
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
1214 1329 1244
As % of all permanent IT jobs located in Scotland 38.34% 36.13% 38.22%
Number of salaries quoted 768 882 792
Average salary £40,000 £41,000 £42,000
Average salary % change year-on-year
-2.43% -2.38%
90% offered a salary of more than £28,000 £27,500 £30,000
10% offered a salary of more than £60,000 £56,500 £57,500
UK excluding London average salary £40,000 £40,000 £40,000

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 31 July 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 31 July 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 +14 17 £36,250 -15.20% 2
Edinburgh +10 13 £47,500 +5.55% 4
Aberdeen +16 1 £40,000 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 31 July 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 41 (57.75%) Agile Software Development
2 40 (56.34%) Finance
3 22 (30.99%) Data Warehouse
4 20 (28.17%) SQL
5 18 (25.35%) Informatica
6 17 (23.94%) Business Intelligence
7 16 (22.54%) Data Modelling
8 15 (21.13%) Analytics
8 15 (21.13%) Analytical Skills
9 14 (19.72%) ETL
10 13 (18.31%) Middleware
10 13 (18.31%) Migration
10 13 (18.31%) Hadoop
10 13 (18.31%) Big Data
11 12 (16.90%) Python
11 12 (16.90%) Java
11 12 (16.90%) Oracle
11 12 (16.90%) SQL Server
12 11 (15.49%) Banking
12 11 (15.49%) Degree
12 11 (15.49%) Pentaho
13 10 (14.08%) Talend Open Studio
13 10 (14.08%) Open Source
13 10 (14.08%) Talend
13 10 (14.08%) Spring
13 10 (14.08%) Hibernate
13 10 (14.08%) Scrum
13 10 (14.08%) PHP
14 9 (12.68%) MS Excel
14 9 (12.68%) SAS

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 31 July 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 9 (12.68%) SAS
2 4 (5.63%) SugarCRM
2 4 (5.63%) Alfresco
2 4 (5.63%) Mule
2 4 (5.63%) JBoss
2 4 (5.63%) Apache Pig
3 2 (2.82%) SharePoint 2013
3 2 (2.82%) SharePoint 2010
3 2 (2.82%) SharePoint
4 1 (1.41%) Node.js
4 1 (1.41%) Apache
Applications
1 9 (12.68%) MS Excel
2 1 (1.41%) MS PowerPoint
2 1 (1.41%) MS Office
Cloud Services
1 1 (1.41%) Amazon EC2
1 1 (1.41%) Microsoft Azure
1 1 (1.41%) Amazon AWS
Communications & Networking
1 5 (7.04%) Internet
Database & Business Intelligence
1 22 (30.99%) Data Warehouse
2 13 (18.31%) Hadoop
2 13 (18.31%) Big Data
3 12 (16.90%) SQL Server
4 11 (15.49%) Pentaho
5 8 (11.27%) Apache Hive
5 8 (11.27%) MongoDB
5 8 (11.27%) Apache Cassandra
6 7 (9.86%) PostgreSQL
6 7 (9.86%) Enterprise Data Warehouse
7 5 (7.04%) SAS Data Integration Studio
7 5 (7.04%) SQL Server Reporting Services
7 5 (7.04%) NoSQL
7 5 (7.04%) SQL Server Integration Services
7 5 (7.04%) SQL Server Analysis Services
7 5 (7.04%) SAS Enterprise Guide
7 5 (7.04%) SAS Enterprise Miner
8 4 (5.63%) HBase
8 4 (5.63%) RDBMS
8 4 (5.63%) Oracle Database
Development Applications
1 10 (14.08%) Talend Open Studio
2 6 (8.45%) Git (software)
3 5 (7.04%) Mockito
4 4 (5.63%) TestNG
4 4 (5.63%) JUnit
4 4 (5.63%) Eclipse
4 4 (5.63%) Maven
4 4 (5.63%) Gradle
4 4 (5.63%) Jenkins
5 2 (2.82%) SQL Server Management Studio (SSMS)
6 1 (1.41%) Cucumber
6 1 (1.41%) Team Foundation Server
General
1 40 (56.34%) Finance
2 11 (15.49%) Banking
3 4 (5.63%) Aerospace
3 4 (5.63%) Investment Banking
4 2 (2.82%) Retail
5 1 (1.41%) Marketing
5 1 (1.41%) Telecoms
Job Titles
1 29 (40.85%) Developer
2 16 (22.54%) Consultant
3 13 (18.31%) Architect
4 8 (11.27%) Data Architect
4 8 (11.27%) Informatica Consultant
4 8 (11.27%) Test Leader
5 7 (9.86%) Data Consultant
5 7 (9.86%) Senior Consultant
5 7 (9.86%) Java Developer
6 6 (8.45%) Analyst
6 6 (8.45%) Senior Informatica Consultant
7 5 (7.04%) Business Intelligence Developer
8 4 (5.63%) .NET Applications Developer
8 4 (5.63%) Big Data Consultant
8 4 (5.63%) Applications Developer
8 4 (5.63%) Data Analyst
8 4 (5.63%) .NET Developer
9 3 (4.23%) Team Leader
9 3 (4.23%) Development Team Leader
9 3 (4.23%) Developer Analyst
Libraries, Frameworks & Software Standards
1 13 (18.31%) Middleware
2 10 (14.08%) Hibernate
2 10 (14.08%) Spring
3 6 (8.45%) Web Services
4 5 (7.04%) XML
4 5 (7.04%) XSLT
4 5 (7.04%) XML Schema
4 5 (7.04%) XForms
4 5 (7.04%) .NET
5 4 (5.63%) ASP.NET
5 4 (5.63%) PostGIS
6 2 (2.82%) CSS
6 2 (2.82%) HTML
6 2 (2.82%) MDX
7 1 (1.41%) RESTful
7 1 (1.41%) Backbone.js
7 1 (1.41%) AngularJS
7 1 (1.41%) Twitter Bootstrap
Miscellaneous
1 15 (21.13%) Analytical Skills
2 5 (7.04%) Management Information System
2 5 (7.04%) Computer Science
2 5 (7.04%) Enterprise Software
3 3 (4.23%) Reference Data
4 2 (2.82%) Visualisation
5 1 (1.41%) GIS
5 1 (1.41%) Credit Risk
5 1 (1.41%) Economics
5 1 (1.41%) Mathematics
Operating Systems
1 6 (8.45%) Linux
2 4 (5.63%) UNIX
3 1 (1.41%) Windows
Processes & Methodologies
1 41 (57.75%) Agile Software Development
2 17 (23.94%) Business Intelligence
3 16 (22.54%) Data Modelling
4 15 (21.13%) Analytics
5 14 (19.72%) ETL
6 13 (18.31%) Migration
7 10 (14.08%) Scrum
7 10 (14.08%) Open Source
8 9 (12.68%) DevOps
8 9 (12.68%) TDD
8 9 (12.68%) Data Management
9 8 (11.27%) Test Strategy
9 8 (11.27%) MapReduce
9 8 (11.27%) Test Scripting
9 8 (11.27%) Data Architecture
10 7 (9.86%) Data Migration
10 7 (9.86%) Use Case
10 7 (9.86%) Software Delivery
11 6 (8.45%) Continuous Delivery
11 6 (8.45%) Waterfall
Programming Languages
1 20 (28.17%) SQL
2 12 (16.90%) Python
2 12 (16.90%) Java
3 10 (14.08%) PHP
4 8 (11.27%) JavaScript
4 8 (11.27%) T-SQL
5 6 (8.45%) Ruby
6 5 (7.04%) XPath
6 5 (7.04%) C#
6 5 (7.04%) Perl
7 2 (2.82%) PL/SQL
7 2 (2.82%) VBA
8 1 (1.41%) Shell Script
8 1 (1.41%) R
Qualifications
1 11 (15.49%) Degree
2 1 (1.41%) PMP
2 1 (1.41%) PMI Certification
Quality Assurance & Compliance
1 5 (7.04%) ISO 9001
2 3 (4.23%) Data Quality
3 2 (2.82%) QA
System Software
1 4 (5.63%) Apache Flume
1 4 (5.63%) Docker
Systems Management
1 5 (7.04%) MOM
2 4 (5.63%) Puppet
2 4 (5.63%) Vagrant
Vendors
1 18 (25.35%) Informatica
2 12 (16.90%) Oracle
3 10 (14.08%) Talend
4 6 (8.45%) Teradata
5 5 (7.04%) Microsoft
6 2 (2.82%) Hyperion
6 2 (2.82%) Cognos
6 2 (2.82%) MicroStrategy
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k - £60k plus attractive benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 3 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 4 days ago
Edinburgh, Midlothian
Montash
Salary: £75000 - £90000 per annum + benefits + bonus
Posted: 5 days ago
Edinburgh
Real Staffing
Salary: £50000 - £56000 per annum + competitive
Posted: 17 days ago