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 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Data Integration
Rank 144 113 162
Rank change year-on-year
-31 +49
Permanent jobs citing Data Integration 19 45 24
As % of all permanent IT jobs located in Scotland 0.66% 1.43% 0.60%
As % of the Miscellaneous category 1.62% 3.78% 1.89%
Number of salaries quoted 6 39 17
Average salary £36,000 £55,000 £55,000
Average salary % change year-on-year
-34.54% -
90% offered a salary of more than £32,000 £40,000 £40,000
10% offered a salary of more than £72,500 £57,750 £56,900
UK excluding London average salary £45,000 £50,000 £50,000
% change year-on-year
-10.00% -
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
1173 1192 1273
As % of all permanent IT jobs located in Scotland 40.81% 37.94% 32.07%
Number of salaries quoted 668 696 806
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £26,500 £27,700 £28,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 April 2016.

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 April 2016. 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 12 £55,000 +15.78% 1
Edinburgh -13 6 £34,000 -38.18% 5
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 29 April 2016, 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 33 (67.35%) Finance
2 26 (53.06%) Oracle
3 24 (48.98%) SQL
4 21 (42.86%) SQL Server
4 21 (42.86%) Agile Software Development
5 17 (34.69%) Data Warehouse
6 15 (30.61%) Degree
7 13 (26.53%) ETL
7 13 (26.53%) Unix
7 13 (26.53%) C#
8 12 (24.49%) JavaScript
8 12 (24.49%) .NET
8 12 (24.49%) DevOps
9 11 (22.45%) Continuous Delivery
9 11 (22.45%) BDD
9 11 (22.45%) XML
9 11 (22.45%) Java
9 11 (22.45%) Computer Science
9 11 (22.45%) jQuery
9 11 (22.45%) .NET Framework
9 11 (22.45%) TDD
10 10 (20.41%) Data Management
10 10 (20.41%) Data Modelling
10 10 (20.41%) Service Delivery
10 10 (20.41%) Analytics
11 9 (18.37%) Analytical Skills
11 9 (18.37%) Project Management
12 8 (16.33%) Scrum
12 8 (16.33%) Business Intelligence
12 8 (16.33%) MS Excel

Data Integration
Top Related IT Skills in Scotland by Category

For the 6 months to 29 April 2016, 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 6 (12.24%) Node.js
2 5 (10.20%) SharePoint
3 4 (8.16%) SharePoint 2010
3 4 (8.16%) SharePoint 2013
3 4 (8.16%) WebSphere
4 3 (6.12%) Apache Spark
5 2 (4.08%) Alfresco
5 2 (4.08%) Apache Pig
5 2 (4.08%) JBoss
5 2 (4.08%) Mule
5 2 (4.08%) SugarCRM
6 1 (2.04%) CMS
6 1 (2.04%) GeoServer
6 1 (2.04%) PowerExchange
Applications
1 8 (16.33%) MS Excel
Business Applications
1 1 (2.04%) Oracle Retail
Cloud Services
1 4 (8.16%) Amazon AWS
2 1 (2.04%) Google Analytics
Database & Business Intelligence
1 21 (42.86%) SQL Server
2 17 (34.69%) Data Warehouse
3 7 (14.29%) Apache Cassandra
3 7 (14.29%) MongoDB
3 7 (14.29%) NoSQL
4 6 (12.24%) Big Data
5 5 (10.20%) Hadoop
5 5 (10.20%) SQL Server Analysis Services
5 5 (10.20%) SQL Server Integration Services
5 5 (10.20%) SQL Server Reporting Services
6 4 (8.16%) Apache Hive
6 4 (8.16%) MarkLogic
6 4 (8.16%) OLAP
6 4 (8.16%) Relational Database
7 3 (6.12%) OLAP Cube
7 3 (6.12%) Pentaho
7 3 (6.12%) PowerCenter
8 2 (4.08%) DataStage
8 2 (4.08%) IBM InfoSphere
8 2 (4.08%) Sqoop
Development Applications
1 5 (10.20%) Git (software)
1 5 (10.20%) SQL Server Management Studio (SSMS)
2 3 (6.12%) Talend Open Studio
3 1 (2.04%) Team Foundation Server
3 1 (2.04%) Vagrant
3 1 (2.04%) Visual Studio
General
1 33 (67.35%) Finance
2 6 (12.24%) Banking
2 6 (12.24%) Investment Banking
3 3 (6.12%) Spanish Language
4 2 (4.08%) Aerospace
4 2 (4.08%) Retail
5 1 (2.04%) Billing
Job Titles
1 18 (36.73%) Developer
2 7 (14.29%) Architect
2 7 (14.29%) Business Intelligence Developer
3 6 (12.24%) .NET Developer
3 6 (12.24%) Agile .NET Developer
3 6 (12.24%) Agile Developer
3 6 (12.24%) Analyst
4 5 (10.20%) Application Development Manager
4 5 (10.20%) Applications Development Manager
4 5 (10.20%) Applications Manager
4 5 (10.20%) Development Manager
5 4 (8.16%) Business Analyst
6 3 (6.12%) Data Integration Specialist
6 3 (6.12%) Integration Specialist
6 3 (6.12%) Java Developer
6 3 (6.12%) Test Leader
7 2 (4.08%) Consultant
7 2 (4.08%) Data Consultant
7 2 (4.08%) Delivery Manager
7 2 (4.08%) ETL Developer
Libraries, Frameworks & Software Standards
1 12 (24.49%) .NET
2 11 (22.45%) .NET Framework
2 11 (22.45%) jQuery
2 11 (22.45%) XML
3 6 (12.24%) AngularJS
3 6 (12.24%) Twitter Bootstrap
4 4 (8.16%) BSON
4 4 (8.16%) HTML
4 4 (8.16%) HTML5
4 4 (8.16%) JSON
4 4 (8.16%) MDX
4 4 (8.16%) RESTful
4 4 (8.16%) Web Services
4 4 (8.16%) WebSphere MQ
5 2 (4.08%) Hibernate
5 2 (4.08%) Kafka
5 2 (4.08%) Middleware
5 2 (4.08%) Spring
6 1 (2.04%) ASP.NET
6 1 (2.04%) PostGIS
Miscellaneous
1 11 (22.45%) Computer Science
2 9 (18.37%) Analytical Skills
3 6 (12.24%) Fintech
3 6 (12.24%) Management Information System
4 5 (10.20%) Visualisation
5 4 (8.16%) Data Structures
6 1 (2.04%) EPoS
Operating Systems
1 13 (26.53%) Unix
2 6 (12.24%) Linux
Processes & Methodologies
1 21 (42.86%) Agile Software Development
2 13 (26.53%) ETL
3 12 (24.49%) DevOps
4 11 (22.45%) BDD
4 11 (22.45%) Continuous Delivery
4 11 (22.45%) TDD
5 10 (20.41%) Analytics
5 10 (20.41%) Data Management
5 10 (20.41%) Data Modelling
5 10 (20.41%) Service Delivery
6 9 (18.37%) Project Management
7 8 (16.33%) Business Intelligence
7 8 (16.33%) Scrum
8 7 (14.29%) Data Analysis
9 6 (12.24%) Asset Management
9 6 (12.24%) ATDD
9 6 (12.24%) Planning Poker
9 6 (12.24%) Refactoring
9 6 (12.24%) Software Engineering
9 6 (12.24%) Stakeholder Management
Programming Languages
1 24 (48.98%) SQL
2 13 (26.53%) C#
3 12 (24.49%) JavaScript
4 11 (22.45%) Java
5 8 (16.33%) Perl
6 5 (10.20%) Python
6 5 (10.20%) T-SQL
7 4 (8.16%) PL/SQL
7 4 (8.16%) VBA
7 4 (8.16%) XPath
8 2 (4.08%) PHP
8 2 (4.08%) Scala
9 1 (2.04%) Data Mining Extensions (DMX)
9 1 (2.04%) Ruby
Qualifications
1 15 (30.61%) Degree
Quality Assurance & Compliance
1 4 (8.16%) QA
2 3 (6.12%) Data Quality
System Software
1 2 (4.08%) Apache Flume
1 2 (4.08%) HDFS
2 1 (2.04%) Docker
Systems Management
1 2 (4.08%) Ambari
1 2 (4.08%) Hadoop YARN
1 2 (4.08%) Oozie
2 1 (2.04%) Puppet
Vendors
1 26 (53.06%) Oracle
2 5 (10.20%) Microsoft
3 3 (6.12%) Informatica
3 3 (6.12%) Talend
4 2 (4.08%) IBM
4 2 (4.08%) Splunk
5 1 (2.04%) ATG
5 1 (2.04%) Cloudera
5 1 (2.04%) Google
5 1 (2.04%) Tableau
5 1 (2.04%) Teradata
Glasgow, Scotland
JP Morgan Glasgow
Salary: Competitive + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Salary: £60000 - £65000 per annum + Package
Posted: 2 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £35000 - £55000 per annum + Core Bens + Flexi Package
Posted: 2 days ago
Edinburgh, Midlothian
Net Talent
Salary: £55000 - £65000 per annum + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: competitive benefits, D.O.E.
Posted: 4 days ago
Edinburgh
Churchill Frank International
Salary: £45000 - £50000 per annum + Negotiable
Posted: 12 days ago