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

Location
3 months to
1 Sep 2015
Same period 2014 Same period 2013
Data Integration
Rank 130 148 133
Rank change year-on-year
+18 -15
Permanent jobs citing Data Integration 36 25 23
As % of all permanent IT jobs located in Scotland 1.08% 0.67% 0.75%
As % of the Miscellaneous category 2.63% 1.85% 2.05%
Number of salaries quoted 10 21 14
Average salary £55,250 £45,000 £55,250
Average salary % change year-on-year
+22.77% -18.55%
90% offered a salary of more than £41,250 £39,000 £54,300
10% offered a salary of more than £82,500 £57,500 £56,200
UK excluding London average salary £45,000 £52,500 £50,000
% change year-on-year
-14.28% +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
1369 1355 1120
As % of all permanent IT jobs located in Scotland 41.06% 36.28% 36.75%
Number of salaries quoted 827 899 729
Average salary £40,500 £40,250 £41,500
Average salary % change year-on-year
+0.62% -3.01%
90% offered a salary of more than £27,500 £27,500 £30,000
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London average salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 1 September 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 1 September 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
Edinburgh +11 23 £47,500 - 3
Glasgow +14 21 £63,000 +29.89% 2
Aberdeen +8 1 - -
Stirling - 1 £42,500 - 1
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 1 September 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 44 (60.27%) Agile Software Development
2 31 (42.47%) Finance
3 30 (41.10%) Informatica
4 26 (35.62%) Data Warehouse
5 24 (32.88%) Analytics
6 21 (28.77%) Analytical Skills
6 21 (28.77%) SQL
6 21 (28.77%) Scrum
7 20 (27.40%) ETL
7 20 (27.40%) Business Intelligence
8 18 (24.66%) Data Modelling
9 15 (20.55%) Oracle
9 15 (20.55%) Degree
10 13 (17.81%) SQL Server
10 13 (17.81%) Migration
10 13 (17.81%) Big Data
11 12 (16.44%) Hadoop
12 10 (13.70%) Data Architecture
12 10 (13.70%) TDD
12 10 (13.70%) MS Excel
13 9 (12.33%) T-SQL
13 9 (12.33%) Banking
13 9 (12.33%) Data Management
13 9 (12.33%) Computer Science
14 8 (10.96%) Test Scripting
14 8 (10.96%) Continuous Integration
14 8 (10.96%) Test Strategy
14 8 (10.96%) SAS
14 8 (10.96%) Python
15 7 (9.59%) Microsoft

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 1 September 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 8 (10.96%) SAS
2 5 (6.85%) Apache
3 4 (5.48%) Apache Spark
4 2 (2.74%) SharePoint
4 2 (2.74%) SharePoint 2010
4 2 (2.74%) Apache Pig
4 2 (2.74%) SharePoint 2013
5 1 (1.37%) SugarCRM
5 1 (1.37%) Alfresco
5 1 (1.37%) Mule
5 1 (1.37%) JBoss
Applications
1 10 (13.70%) MS Excel
2 2 (2.74%) SPSS
Cloud Services
1 3 (4.11%) Amazon EC2
1 3 (4.11%) Microsoft Azure
1 3 (4.11%) Amazon AWS
2 2 (2.74%) Google Analytics
Communications & Networking
1 2 (2.74%) Internet
Database & Business Intelligence
1 26 (35.62%) Data Warehouse
2 13 (17.81%) SQL Server
2 13 (17.81%) Big Data
3 12 (16.44%) Hadoop
4 7 (9.59%) Apache Hive
5 6 (8.22%) Enterprise Data Warehouse
6 5 (6.85%) SAS Enterprise Guide
6 5 (6.85%) SAS Enterprise Miner
6 5 (6.85%) Pentaho
6 5 (6.85%) SAS Data Integration Studio
6 5 (6.85%) SQL Server Reporting Services
6 5 (6.85%) SQL Server Integration Services
6 5 (6.85%) SQL Server Analysis Services
7 4 (5.48%) NoSQL
8 3 (4.11%) PostgreSQL
8 3 (4.11%) OLAP
8 3 (4.11%) Data Mining
9 2 (2.74%) RDBMS
9 2 (2.74%) BusinessObjects
9 2 (2.74%) PowerCenter
Development Applications
1 3 (4.11%) Talend Open Studio
1 3 (4.11%) Git (software)
2 2 (2.74%) Team Foundation Server
2 2 (2.74%) Visual Studio
2 2 (2.74%) SQL Server Management Studio (SSMS)
3 1 (1.37%) JUnit
3 1 (1.37%) Eclipse
3 1 (1.37%) Maven
3 1 (1.37%) TestNG
3 1 (1.37%) Mockito
3 1 (1.37%) Gradle
3 1 (1.37%) Jenkins
General
1 31 (42.47%) Finance
2 9 (12.33%) Banking
3 4 (5.48%) Investment Banking
4 2 (2.74%) Retail
5 1 (1.37%) Aerospace
5 1 (1.37%) General Ledger
5 1 (1.37%) Marketing
5 1 (1.37%) Telecoms
Job Titles
1 27 (36.99%) Developer
2 20 (27.40%) Consultant
3 14 (19.18%) Architect
4 13 (17.81%) Informatica Consultant
5 10 (13.70%) Data Architect
6 8 (10.96%) Data Consultant
6 8 (10.96%) Test Leader
7 7 (9.59%) Senior Consultant
7 7 (9.59%) Analyst
8 6 (8.22%) Senior Informatica Consultant
9 5 (6.85%) Integration Consultant
9 5 (6.85%) Data Integration Consultant
9 5 (6.85%) Data Analyst
10 4 (5.48%) .NET Developer
10 4 (5.48%) Informatica Developer
10 4 (5.48%) Applications Developer
10 4 (5.48%) .NET Applications Developer
10 4 (5.48%) Business Intelligence Developer
10 4 (5.48%) Big Data Developer
11 3 (4.11%) SAS Administrator
Libraries, Frameworks & Software Standards
1 5 (6.85%) .NET
2 4 (5.48%) ASP.NET
2 4 (5.48%) Middleware
2 4 (5.48%) Web Services
2 4 (5.48%) OpenMP
3 3 (4.11%) Spring
3 3 (4.11%) Hibernate
4 2 (2.74%) CSS
4 2 (2.74%) XML
4 2 (2.74%) XSLT
4 2 (2.74%) XML Schema
4 2 (2.74%) XForms
4 2 (2.74%) MDX
4 2 (2.74%) HTML
5 1 (1.37%) RESTful
5 1 (1.37%) Backbone.js
5 1 (1.37%) PostGIS
5 1 (1.37%) AngularJS
5 1 (1.37%) Twitter Bootstrap
Miscellaneous
1 21 (28.77%) Analytical Skills
2 9 (12.33%) Computer Science
3 7 (9.59%) Management Information System
4 6 (8.22%) Mathematics
4 6 (8.22%) Enterprise Software
5 5 (6.85%) Statistics
6 3 (4.11%) Visualisation
7 2 (2.74%) Economics
8 1 (1.37%) PMI
8 1 (1.37%) Reference Data
8 1 (1.37%) Data Conversion
Operating Systems
1 4 (5.48%) UNIX
2 2 (2.74%) Linux
3 1 (1.37%) Windows
Processes & Methodologies
1 44 (60.27%) Agile Software Development
2 24 (32.88%) Analytics
3 21 (28.77%) Scrum
4 20 (27.40%) ETL
4 20 (27.40%) Business Intelligence
5 18 (24.66%) Data Modelling
6 13 (17.81%) Migration
7 10 (13.70%) TDD
7 10 (13.70%) Data Architecture
8 9 (12.33%) Data Management
9 8 (10.96%) Test Scripting
9 8 (10.96%) Continuous Integration
9 8 (10.96%) Test Strategy
10 7 (9.59%) Data Migration
11 6 (8.22%) Master Data Management
11 6 (8.22%) DevOps
11 6 (8.22%) Asset Management
11 6 (8.22%) Logical Data Model
11 6 (8.22%) Software Delivery
12 5 (6.85%) Continuous Delivery
Programming Languages
1 21 (28.77%) SQL
2 9 (12.33%) T-SQL
3 8 (10.96%) Python
4 6 (8.22%) C#
5 4 (5.48%) C++
5 4 (5.48%) Java
5 4 (5.48%) JavaScript
6 3 (4.11%) PHP
7 2 (2.74%) VBA
7 2 (2.74%) Perl
7 2 (2.74%) Ruby
7 2 (2.74%) XPath
8 1 (1.37%) Shell Script
8 1 (1.37%) PL/SQL
Qualifications
1 15 (20.55%) Degree
2 2 (2.74%) PMI Certification
3 1 (1.37%) PMP
Quality Assurance & Compliance
1 7 (9.59%) Data Quality
2 5 (6.85%) QA
3 2 (2.74%) ISO 9001
System Software
1 2 (2.74%) Apache Flume
2 1 (1.37%) Docker
Systems Management
1 3 (4.11%) MOM
2 1 (1.37%) Puppet
2 1 (1.37%) Vagrant
Vendors
1 30 (41.10%) Informatica
2 15 (20.55%) Oracle
3 7 (9.59%) Microsoft
3 7 (9.59%) Teradata
4 5 (6.85%) MicroStrategy
5 4 (5.48%) IBM
5 4 (5.48%) Tableau
6 3 (4.11%) Talend
7 2 (2.74%) Google
7 2 (2.74%) Cognos
8 1 (1.37%) SAP
8 1 (1.37%) Ab Initio
8 1 (1.37%) Hyperion
8 1 (1.37%) Netezza
8 1 (1.37%) DataFlux
8 1 (1.37%) Vertica
Glasgow, Lanarkshire
Agile Recruitment
Salary: Based on experience + bonus + benefits
Posted: 5 days ago
Glasgow Area
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 5 days ago
Stirlingshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 6 days ago
Edinburgh
Sanderson
Posted: 7 days ago