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 salaries offered in IT jobs that have cited Data Integration over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Integration
Rank 101 139 158
Rank change year-on-year
+38 +19
Permanent jobs citing Data Integration 61 26 23
As % of all permanent IT jobs located in Scotland 2.13% 0.82% 0.63%
As % of the Miscellaneous category 4.84% 2.06% 1.73%
Number of salaries quoted 15 11 18
Median salary £47,500 £40,000 £45,000
Median salary % change year-on-year
+18.75% -11.11%
90% offered a salary of more than £40,568 £25,000 £39,250
10% offered a salary of more than £58,000 £57,500 £57,500
UK excluding London median salary £53,500 £45,000 £54,000
% change year-on-year
+18.88% -16.66%
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
1261 1260 1333
As % of all permanent IT jobs located in Scotland 44.01% 39.50% 36.32%
Number of salaries quoted 591 788 888
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £27,500 £28,500 £27,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Integration as a proportion of all IT jobs with a match in 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 26 July 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 median salaries quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 26 July 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +28 48 £46,250 +27.58% 3
Edinburgh +3 10 £45,000 -7.69% 1
West Lothian - 2 £47,500 - 1
Aberdeen +1 1 £47,500 +18.75%
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 26 July 2016, IT jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Integration.

1 51 (63.75%) Agile Software Development
2 50 (62.50%) Oracle
3 44 (55.00%) SQL Server
4 43 (53.75%) C#
5 40 (50.00%) TDD
5 40 (50.00%) Degree
5 40 (50.00%) Computer Science
5 40 (50.00%) BDD
6 38 (47.50%) DevOps
6 38 (47.50%) Continuous Delivery
6 38 (47.50%) jQuery
6 38 (47.50%) .NET Framework
6 38 (47.50%) Finance
6 38 (47.50%) JavaScript
6 38 (47.50%) .NET
7 27 (33.75%) Scrum
8 21 (26.25%) Management Information System
8 21 (26.25%) SDLC
8 21 (26.25%) ATDD
9 20 (25.00%) Data Management
9 20 (25.00%) Continuous Integration
10 19 (23.75%) Refactoring
10 19 (23.75%) Service Delivery
10 19 (23.75%) SQL
10 19 (23.75%) AngularJS
10 19 (23.75%) Twitter Bootstrap
10 19 (23.75%) Planning Poker
10 19 (23.75%) Node.js
10 19 (23.75%) Mentoring
10 19 (23.75%) Coaching

Data Integration
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (6.25%) Apache Spark
2 2 (2.50%) Alfresco
2 2 (2.50%) CMS
2 2 (2.50%) IIS
2 2 (2.50%) JBoss
2 2 (2.50%) Mule
2 2 (2.50%) SugarCRM
3 1 (1.25%) Apache Pig
3 1 (1.25%) SharePoint
Applications
1 3 (3.75%) MS Excel
Business Applications
1 1 (1.25%) Oracle Retail
Cloud Services
1 3 (3.75%) Google Analytics
2 2 (2.50%) SaaS
3 1 (1.25%) Google Cloud Platform
Database & Business Intelligence
1 44 (55.00%) SQL Server
2 18 (22.50%) Data Warehouse
3 13 (16.25%) Big Data
4 9 (11.25%) Hadoop
5 7 (8.75%) SQL Server Reporting Services
6 6 (7.50%) SQL Server Integration Services
7 5 (6.25%) DataStage
7 5 (6.25%) IBM InfoSphere
7 5 (6.25%) PowerCenter
8 4 (5.00%) Relational Database
8 4 (5.00%) SQL Server Analysis Services
9 3 (3.75%) Apache Hive
9 3 (3.75%) Enterprise Data Warehouse
9 3 (3.75%) Oracle BI EE
9 3 (3.75%) SQL Server 2012
9 3 (3.75%) SQL Server 2014
10 2 (2.50%) Apache Cassandra
10 2 (2.50%) MongoDB
10 2 (2.50%) NoSQL
10 2 (2.50%) Pentaho
Development Applications
1 3 (3.75%) Team Foundation Server
1 3 (3.75%) Visual Studio
2 2 (2.50%) Cucumber
2 2 (2.50%) FitNesse
2 2 (2.50%) JBehave
2 2 (2.50%) MSTest
2 2 (2.50%) RSpec
2 2 (2.50%) Selenium
2 2 (2.50%) Talend Open Studio
3 1 (1.25%) Git (software)
3 1 (1.25%) SQL Server Management Studio (SSMS)
General
1 38 (47.50%) Finance
2 14 (17.50%) Banking
3 9 (11.25%) Investment Banking
4 3 (3.75%) Marketing
5 2 (2.50%) Aerospace
6 1 (1.25%) Billing
6 1 (1.25%) Retail
Job Titles
1 31 (38.75%) Developer
2 19 (23.75%) .NET Developer
2 19 (23.75%) Agile .NET Developer
2 19 (23.75%) Agile Developer
2 19 (23.75%) Application Development Manager
2 19 (23.75%) Applications Development Manager
2 19 (23.75%) Applications Manager
2 19 (23.75%) Development Manager
3 8 (10.00%) .NET Development Manager
3 8 (10.00%) Consultant
4 7 (8.75%) Analyst
4 7 (8.75%) Data Consultant
5 5 (6.25%) Big Data Consultant
5 5 (6.25%) Business Intelligence Developer
5 5 (6.25%) ETL Developer
6 4 (5.00%) Big Data Developer
6 4 (5.00%) Data Integration Consultant
6 4 (5.00%) Data Integration Developer
6 4 (5.00%) Informatica ETL Developer
6 4 (5.00%) Integration Developer
Libraries, Frameworks & Software Standards
1 38 (47.50%) .NET
1 38 (47.50%) .NET Framework
1 38 (47.50%) jQuery
2 19 (23.75%) AngularJS
2 19 (23.75%) Node.js
2 19 (23.75%) Twitter Bootstrap
3 3 (3.75%) XML
4 2 (2.50%) Hibernate
4 2 (2.50%) Middleware
4 2 (2.50%) Spring
4 2 (2.50%) Web Services
5 1 (1.25%) MDX
5 1 (1.25%) RESTful
5 1 (1.25%) SOAP
Miscellaneous
1 40 (50.00%) Computer Science
2 21 (26.25%) Management Information System
3 13 (16.25%) Analytical Skills
4 5 (6.25%) Fintech
4 5 (6.25%) Visualisation
5 3 (3.75%) Enterprise Software
6 2 (2.50%) Wiki
7 1 (1.25%) EPoS
Operating Systems
1 6 (7.50%) Unix
2 2 (2.50%) Windows
3 1 (1.25%) Linux
Processes & Methodologies
1 51 (63.75%) Agile Software Development
2 40 (50.00%) BDD
2 40 (50.00%) TDD
3 38 (47.50%) Continuous Delivery
3 38 (47.50%) DevOps
4 27 (33.75%) Scrum
5 21 (26.25%) ATDD
5 21 (26.25%) SDLC
6 20 (25.00%) Continuous Integration
6 20 (25.00%) Data Management
7 19 (23.75%) Coaching
7 19 (23.75%) Mentoring
7 19 (23.75%) Planning Poker
7 19 (23.75%) Refactoring
7 19 (23.75%) Service Delivery
8 18 (22.50%) Business Intelligence
9 14 (17.50%) ETL
10 13 (16.25%) Analytics
11 11 (13.75%) Data Modelling
11 11 (13.75%) Master Data Management
Programming Languages
1 43 (53.75%) C#
2 38 (47.50%) JavaScript
3 19 (23.75%) SQL
4 7 (8.75%) Python
5 5 (6.25%) Java
6 4 (5.00%) R
6 4 (5.00%) T-SQL
7 2 (2.50%) Perl
7 2 (2.50%) PHP
7 2 (2.50%) PL/SQL
Qualifications
1 40 (50.00%) Degree
Quality Assurance & Compliance
1 10 (12.50%) Data Quality
2 5 (6.25%) QA
System Software
1 1 (1.25%) Apache Flume
Systems Management
1 1 (1.25%) MOM
Vendors
1 50 (62.50%) Oracle
2 7 (8.75%) Tableau
3 5 (6.25%) IBM
3 5 (6.25%) Informatica
4 4 (5.00%) Microsoft
4 4 (5.00%) MicroStrategy
4 4 (5.00%) Netezza
5 3 (3.75%) Google
6 2 (2.50%) Talend
7 1 (1.25%) ATG
7 1 (1.25%) Cloudera
7 1 (1.25%) Teradata
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