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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 102 137 150
Rank change year-on-year
+35 +13
Permanent jobs citing Data Integration 47 31 25
As % of all permanent IT jobs located in Scotland 1.71% 0.95% 0.67%
As % of the Miscellaneous category 4.13% 2.30% 1.85%
Number of salaries quoted 10 9 21
Median salary £46,250 £63,000 £45,000
Median salary % change year-on-year
-26.58% +40.00%
90% offered a salary of more than £40,000 £40,400 £39,000
10% offered a salary of more than £53,500 £82,500 £57,500
UK excluding London median salary £52,500 £45,000 £50,250
% change year-on-year
+16.66% -10.44%
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
1138 1346 1354
As % of all permanent IT jobs located in Scotland 41.47% 41.40% 36.45%
Number of salaries quoted 589 823 878
Median salary £42,500 £41,000 £41,500
Median salary % change year-on-year
+3.65% -1.20%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £60,600
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 27 August 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 27 August 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 +30 37 £42,500 -32.53%
Edinburgh +2 4 £62,500 +31.57%
West Lothian - 3 £46,250 -
Stirling - 2 - -
Aberdeen +4 1 £47,500 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 27 August 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 60 (69.77%) Agile Software Development
2 48 (55.81%) Oracle
3 46 (53.49%) C#
4 44 (51.16%) SQL Server
5 43 (50.00%) TDD
5 43 (50.00%) Computer Science
5 43 (50.00%) Degree
5 43 (50.00%) BDD
6 39 (45.35%) jQuery
6 39 (45.35%) .NET Framework
6 39 (45.35%) DevOps
6 39 (45.35%) Continuous Delivery
6 39 (45.35%) JavaScript
6 39 (45.35%) .NET
7 33 (38.37%) Finance
8 32 (37.21%) Scrum
9 24 (27.91%) Management Information System
9 24 (27.91%) Continuous Integration
9 24 (27.91%) ATDD
10 23 (26.74%) SDLC
10 23 (26.74%) Business Intelligence
11 20 (23.26%) Data Warehouse
11 20 (23.26%) Refactoring
11 20 (23.26%) Mentoring
11 20 (23.26%) AngularJS
11 20 (23.26%) Twitter Bootstrap
11 20 (23.26%) Node.js
11 20 (23.26%) Planning Poker
12 19 (22.09%) Coaching
12 19 (22.09%) Service Delivery

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 (5.81%) Apache Spark
2 3 (3.49%) Alfresco
2 3 (3.49%) JBoss
2 3 (3.49%) Mule
2 3 (3.49%) SugarCRM
3 2 (2.33%) CMS
3 2 (2.33%) IIS
4 1 (1.16%) Apache Pig
4 1 (1.16%) SAS
Applications
1 3 (3.49%) MS Excel
Business Applications
1 1 (1.16%) Oracle 11i
1 1 (1.16%) Oracle EBS R12
1 1 (1.16%) Oracle ERP
1 1 (1.16%) Oracle Retail
Cloud Services
1 3 (3.49%) Google Analytics
2 2 (2.33%) SaaS
3 1 (1.16%) Google Cloud Platform
Database & Business Intelligence
1 44 (51.16%) SQL Server
2 20 (23.26%) Data Warehouse
3 14 (16.28%) Big Data
4 10 (11.63%) Hadoop
5 7 (8.14%) SQL Server Integration Services
5 7 (8.14%) SQL Server Reporting Services
6 5 (5.81%) PowerCenter
7 4 (4.65%) Apache Hive
7 4 (4.65%) DataStage
7 4 (4.65%) IBM InfoSphere
7 4 (4.65%) Oracle BI EE
7 4 (4.65%) SQL Server Analysis Services
8 3 (3.49%) Apache Cassandra
8 3 (3.49%) BusinessObjects
8 3 (3.49%) Enterprise Data Warehouse
8 3 (3.49%) MongoDB
8 3 (3.49%) NoSQL
8 3 (3.49%) Pentaho
8 3 (3.49%) SQL Server 2012
8 3 (3.49%) SQL Server 2014
Development Applications
1 4 (4.65%) Cucumber
1 4 (4.65%) FitNesse
1 4 (4.65%) JBehave
1 4 (4.65%) MSTest
1 4 (4.65%) RSpec
1 4 (4.65%) Selenium
2 3 (3.49%) Talend Open Studio
2 3 (3.49%) Team Foundation Server
2 3 (3.49%) Visual Studio
3 1 (1.16%) Git (software)
3 1 (1.16%) SQL Server Management Studio (SSMS)
General
1 33 (38.37%) Finance
2 13 (15.12%) Banking
3 8 (9.30%) Investment Banking
4 3 (3.49%) Aerospace
4 3 (3.49%) Marketing
5 1 (1.16%) Billing
5 1 (1.16%) Retail
Job Titles
1 32 (37.21%) Developer
2 20 (23.26%) .NET Developer
2 20 (23.26%) Agile .NET Developer
2 20 (23.26%) Agile Developer
3 19 (22.09%) Application Development Manager
3 19 (22.09%) Applications Development Manager
3 19 (22.09%) Applications Manager
3 19 (22.09%) Development Manager
4 12 (13.95%) Analyst
5 9 (10.47%) Consultant
6 8 (9.30%) .NET Development Manager
6 8 (9.30%) Data Consultant
7 5 (5.81%) Big Data Consultant
7 5 (5.81%) ETL Consultant
7 5 (5.81%) ETL Developer
8 4 (4.65%) Business Intelligence Analyst
8 4 (4.65%) Business Intelligence Developer
8 4 (4.65%) Informatica Consultant
8 4 (4.65%) Informatica Developer
8 4 (4.65%) Integration Consultant
Libraries, Frameworks & Software Standards
1 39 (45.35%) .NET
1 39 (45.35%) .NET Framework
1 39 (45.35%) jQuery
2 20 (23.26%) AngularJS
2 20 (23.26%) Node.js
2 20 (23.26%) Twitter Bootstrap
3 3 (3.49%) Hibernate
3 3 (3.49%) Middleware
3 3 (3.49%) Spring
3 3 (3.49%) XML
4 2 (2.33%) Web Services
5 1 (1.16%) MDX
5 1 (1.16%) RESTful
5 1 (1.16%) SOAP
Miscellaneous
1 43 (50.00%) Computer Science
2 24 (27.91%) Management Information System
3 15 (17.44%) Analytical Skills
4 5 (5.81%) Visualisation
5 4 (4.65%) Wiki
6 3 (3.49%) Enterprise Software
7 1 (1.16%) EPoS
Operating Systems
1 2 (2.33%) Unix
1 2 (2.33%) Windows
2 1 (1.16%) Linux
Processes & Methodologies
1 60 (69.77%) Agile Software Development
2 43 (50.00%) BDD
2 43 (50.00%) TDD
3 39 (45.35%) Continuous Delivery
3 39 (45.35%) DevOps
4 32 (37.21%) Scrum
5 24 (27.91%) ATDD
5 24 (27.91%) Continuous Integration
6 23 (26.74%) Business Intelligence
6 23 (26.74%) SDLC
7 20 (23.26%) Mentoring
7 20 (23.26%) Planning Poker
7 20 (23.26%) Refactoring
8 19 (22.09%) Coaching
8 19 (22.09%) Service Delivery
9 17 (19.77%) Data Management
10 16 (18.60%) Analytics
11 13 (15.12%) Information Management
12 12 (13.95%) Data Modelling
12 12 (13.95%) Software Engineering
Programming Languages
1 46 (53.49%) C#
2 39 (45.35%) JavaScript
3 16 (18.60%) SQL
4 8 (9.30%) Java
4 8 (9.30%) Python
5 4 (4.65%) R
5 4 (4.65%) T-SQL
6 3 (3.49%) Perl
6 3 (3.49%) PHP
Qualifications
1 43 (50.00%) Degree
2 1 (1.16%) ITIL Certification
Quality Assurance & Compliance
1 11 (12.79%) Data Quality
2 7 (8.14%) QA
3 1 (1.16%) PCI DSS
System Software
1 1 (1.16%) Apache Flume
Systems Management
1 1 (1.16%) MOM
Vendors
1 48 (55.81%) Oracle
2 8 (9.30%) Tableau
3 6 (6.98%) Informatica
4 5 (5.81%) IBM
4 5 (5.81%) MicroStrategy
4 5 (5.81%) Netezza
5 4 (4.65%) Microsoft
6 3 (3.49%) Google
6 3 (3.49%) Talend
7 2 (2.33%) Teradata
8 1 (1.16%) ATG
8 1 (1.16%) Cloudera
8 1 (1.16%) Cognos
8 1 (1.16%) Hyperion