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

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Integration
Rank 128 112 153
Rank change year-on-year
-16 +41
Permanent jobs citing Data Integration 39 40 24
As % of all permanent IT jobs located in Scotland 1.37% 1.34% 0.63%
As % of the Miscellaneous category 3.31% 3.60% 1.94%
Number of salaries quoted 9 35 16
Median salary £45,000 £54,000 £55,000
Median salary % change year-on-year
-16.66% -1.81%
90% offered a salary of more than £40,737 £39,000 £35,000
10% offered a salary of more than £66,000 £57,850 £57,500
UK excluding London median salary £47,500 £50,000 £50,000
% change year-on-year
-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
1179 1111 1236
As % of all permanent IT jobs located in Scotland 41.35% 37.08% 32.31%
Number of salaries quoted 599 691 798
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £26,500 £30,000 £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 27 May 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 May 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 +3 31 £47,500 +18.75% 4
Edinburgh -16 7 £45,000 -18.18% 3
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 27 May 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 43 (65.15%) Finance
2 42 (63.64%) Oracle
3 35 (53.03%) SQL Server
3 35 (53.03%) Agile Software Development
4 28 (42.42%) Degree
4 28 (42.42%) C#
5 27 (40.91%) SQL
6 24 (36.36%) JavaScript
6 24 (36.36%) .NET
6 24 (36.36%) .NET Framework
6 24 (36.36%) Computer Science
6 24 (36.36%) jQuery
6 24 (36.36%) TDD
6 24 (36.36%) BDD
6 24 (36.36%) DevOps
6 24 (36.36%) Continuous Delivery
7 19 (28.79%) Data Warehouse
7 19 (28.79%) Service Delivery
8 16 (24.24%) Scrum
9 15 (22.73%) Data Management
9 15 (22.73%) ETL
10 14 (21.21%) Data Modelling
10 14 (21.21%) SDLC
11 13 (19.70%) Mentoring
11 13 (19.70%) Coaching
11 13 (19.70%) XML
11 13 (19.70%) Banking
12 12 (18.18%) Unix
12 12 (18.18%) Business Intelligence
12 12 (18.18%) Analytics

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 11 (16.67%) Node.js
2 4 (6.06%) WebSphere
3 3 (4.55%) SharePoint
4 2 (3.03%) Alfresco
4 2 (3.03%) Apache Pig
4 2 (3.03%) Apache Spark
4 2 (3.03%) IIS
4 2 (3.03%) JBoss
4 2 (3.03%) Mule
4 2 (3.03%) SharePoint 2010
4 2 (3.03%) SharePoint 2013
4 2 (3.03%) SugarCRM
5 1 (1.52%) CMS
Applications
1 9 (13.64%) MS Excel
Business Applications
1 1 (1.52%) Oracle Retail
Cloud Services
1 4 (6.06%) Amazon AWS
1 4 (6.06%) Google Analytics
2 1 (1.52%) Google Cloud Platform
2 1 (1.52%) SaaS
Database & Business Intelligence
1 35 (53.03%) SQL Server
2 19 (28.79%) Data Warehouse
3 8 (12.12%) Big Data
3 8 (12.12%) Hadoop
3 8 (12.12%) SQL Server Integration Services
3 8 (12.12%) SQL Server Reporting Services
4 6 (9.09%) Apache Cassandra
4 6 (9.09%) MongoDB
4 6 (9.09%) NoSQL
4 6 (9.09%) SQL Server Analysis Services
5 4 (6.06%) Apache Hive
5 4 (6.06%) DataStage
5 4 (6.06%) IBM InfoSphere
5 4 (6.06%) MarkLogic
5 4 (6.06%) PowerCenter
5 4 (6.06%) Relational Database
5 4 (6.06%) SQL Server 2012
5 4 (6.06%) SQL Server 2014
6 2 (3.03%) Enterprise Data Warehouse
6 2 (3.03%) OLAP Cube
Development Applications
1 4 (6.06%) Team Foundation Server
1 4 (6.06%) Visual Studio
2 3 (4.55%) Git (software)
2 3 (4.55%) SQL Server Management Studio (SSMS)
3 2 (3.03%) Talend Open Studio
General
1 43 (65.15%) Finance
2 13 (19.70%) Banking
3 9 (13.64%) Investment Banking
4 3 (4.55%) Spanish Language
5 2 (3.03%) Aerospace
5 2 (3.03%) Retail
6 1 (1.52%) Billing
6 1 (1.52%) Marketing
Job Titles
1 25 (37.88%) Developer
2 13 (19.70%) Application Development Manager
2 13 (19.70%) Applications Development Manager
2 13 (19.70%) Applications Manager
2 13 (19.70%) Development Manager
3 11 (16.67%) .NET Developer
3 11 (16.67%) Agile .NET Developer
3 11 (16.67%) Agile Developer
4 8 (12.12%) Business Intelligence Developer
5 7 (10.61%) Analyst
6 5 (7.58%) Architect
7 4 (6.06%) Business Analyst
7 4 (6.06%) Consultant
7 4 (6.06%) ETL Developer
8 3 (4.55%) Big Data Consultant
8 3 (4.55%) Data Consultant
8 3 (4.55%) Data Integration Specialist
8 3 (4.55%) Integration Specialist
8 3 (4.55%) Test Leader
9 2 (3.03%) .NET Development Manager
Libraries, Frameworks & Software Standards
1 24 (36.36%) .NET
1 24 (36.36%) .NET Framework
1 24 (36.36%) jQuery
2 13 (19.70%) XML
3 11 (16.67%) AngularJS
3 11 (16.67%) Twitter Bootstrap
4 5 (7.58%) Web Services
5 4 (6.06%) BSON
5 4 (6.06%) HTML
5 4 (6.06%) HTML5
5 4 (6.06%) JSON
5 4 (6.06%) RESTful
5 4 (6.06%) WebSphere MQ
6 2 (3.03%) Hibernate
6 2 (3.03%) MDX
6 2 (3.03%) Middleware
6 2 (3.03%) Spring
7 1 (1.52%) Kafka
Miscellaneous
1 24 (36.36%) Computer Science
2 12 (18.18%) Analytical Skills
3 11 (16.67%) Management Information System
4 6 (9.09%) Fintech
5 4 (6.06%) Data Structures
6 3 (4.55%) Enterprise Software
6 3 (4.55%) Visualisation
7 1 (1.52%) EPoS
Operating Systems
1 12 (18.18%) Unix
2 5 (7.58%) Linux
3 1 (1.52%) Windows
Processes & Methodologies
1 35 (53.03%) Agile Software Development
2 24 (36.36%) BDD
2 24 (36.36%) Continuous Delivery
2 24 (36.36%) DevOps
2 24 (36.36%) TDD
3 19 (28.79%) Service Delivery
4 16 (24.24%) Scrum
5 15 (22.73%) Data Management
5 15 (22.73%) ETL
6 14 (21.21%) Data Modelling
6 14 (21.21%) SDLC
7 13 (19.70%) Coaching
7 13 (19.70%) Mentoring
8 12 (18.18%) Analytics
8 12 (18.18%) Business Intelligence
9 11 (16.67%) ATDD
9 11 (16.67%) Planning Poker
9 11 (16.67%) Refactoring
10 10 (15.15%) Continuous Integration
11 9 (13.64%) Asset Management
Programming Languages
1 28 (42.42%) C#
2 27 (40.91%) SQL
3 24 (36.36%) JavaScript
4 8 (12.12%) Java
5 6 (9.09%) Perl
5 6 (9.09%) T-SQL
6 4 (6.06%) PL/SQL
6 4 (6.06%) Python
6 4 (6.06%) R
6 4 (6.06%) XPath
7 2 (3.03%) PHP
7 2 (3.03%) VBA
8 1 (1.52%) Scala
Qualifications
1 28 (42.42%) Degree
Quality Assurance & Compliance
1 6 (9.09%) Data Quality
2 5 (7.58%) QA
System Software
1 2 (3.03%) Apache Flume
2 1 (1.52%) HDFS
Systems Management
1 1 (1.52%) Ambari
1 1 (1.52%) Hadoop YARN
1 1 (1.52%) MOM
1 1 (1.52%) Oozie
Vendors
1 42 (63.64%) Oracle
2 7 (10.61%) Microsoft
3 4 (6.06%) Google
3 4 (6.06%) IBM
3 4 (6.06%) Informatica
3 4 (6.06%) Tableau
4 2 (3.03%) MicroStrategy
4 2 (3.03%) Netezza
4 2 (3.03%) Talend
5 1 (1.52%) ATG
5 1 (1.52%) Cloudera
5 1 (1.52%) Splunk
5 1 (1.52%) Teradata
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